From 7f2b9923cafd83902c01f1b819bdea3bcd51f125 Mon Sep 17 00:00:00 2001 From: clinssen Date: Wed, 24 Aug 2022 00:49:50 -0700 Subject: [PATCH] Add STDP-dopamine synapse tutorial notebook (#787) add STDP-dopamine synapse tutorial notebook Co-authored-by: C.A.P. Linssen Co-authored-by: Pooja Babu --- .../stdp_dopa_synapse/stdp_dopa_synapse.ipynb | 1961 +++++++++++++++++ doc/tutorials/tutorials_list.rst | 4 + 2 files changed, 1965 insertions(+) create mode 100644 doc/tutorials/stdp_dopa_synapse/stdp_dopa_synapse.ipynb diff --git a/doc/tutorials/stdp_dopa_synapse/stdp_dopa_synapse.ipynb b/doc/tutorials/stdp_dopa_synapse/stdp_dopa_synapse.ipynb new file mode 100644 index 000000000..d3892e2d3 --- /dev/null +++ b/doc/tutorials/stdp_dopa_synapse/stdp_dopa_synapse.ipynb @@ -0,0 +1,1961 @@ +{ + "cells": [ + { + "attachments": { + "4e99976a-4885-4d3a-8890-52f95a78a055.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# NESTML dopamine-modulated STDP synapse tutorial\n", + "\n", + "Some text in this this notebook is copied verbatim from [1]. Network diagrams were modeled after [2].\n", + "\n", + "Pavlov and Thompson (1902) first described classical conditioning: a phenomenon in which a biologically potent stimulus–the Unconditional Stimulus (UC)—is initially paired with a neutral stimulus—the Conditional Stimulus (CS). After many trials, learning is observed when the previously neutral stimuli start to elicit a response similar to that which was previously only elicited by the biologically potent stimulus. Pavlov and Thompson performed many experiments with dogs, observing their response (by monitoring salivation) to the appearance of a person who has been feeding them and the actual food appearing (UC). He demonstrated that the dogs started to salivate in the presence of the person who has been feeding them (or any other CS), rather than just when the food appears, because the CS had previously been associated with food.\n", + "\n", + "
\n", + "\n", + "
Image credits: https://www.psychologicalscience.org/observer/revisiting-pavlovian-conditioning
\n", + "\n", + "\n", + "In this tutorial, a dopamine-modulated STDP model is created in NESTML, and we characterize the model before using it in a network (reinforcement) learning task.\n", + "\n", + "\n", + "## Model\n", + "\n", + "Izhikevich (2007) revisits an important question: how does an\n", + "animal know which of the many cues and actions preceding a\n", + "reward should be credited for the reward? Izhikevich explains\n", + "that dopamine-modulated STDP has a built-in instrumental\n", + "conditioning property, i.e., the associations between cues, actions and rewards are learned automatically by reinforcing the firing patterns (networks of synapses) responsible, even when the firings of those patterns are followed by a delayed reward or masked by other network activity.\n", + "\n", + "To achieve this, each synapse has an eligibility trace $C$:\n", + "\n", + "$$\n", + "\\frac{dC}{dt} = -\\frac{C}{\\tau_C} + \\text{STDP}(\\Delta t)\\delta(t - t_\\text{pre/post}) \\quad \\text{(1)}\n", + "$$\n", + "\n", + "where $\\tau_C$ is the decay time constant of the eligibility trace and $\\text{STDP}(\\Delta t)$ represents the magnitude of the change to make to the eligibility trace in response to a pair of pre- and post-synaptic spikes with temporal difference $\\Delta t = t_\\text{post} − t_\\text{pre}$. (This is just the usual STDP rule, see https://nestml.readthedocs.io/en/latest/tutorials/stdp_windows/stdp_windows.html.) Finally, $\\delta(t − t_\\text{pre/post})$ is a Dirac delta function used to apply the effect of STDP to the trace at the times of pre- or post-synaptic spikes.\n", + "\n", + "The concentration of dopamine is described by a variable $D$:\n", + "\n", + "$$\n", + "\\frac{dD}{dt} = − \\frac{D}{\\tau_d} + D_c \\sum_{t_d^f} \\delta(t - t_d^f) \\quad \\text{(2)}\n", + "$$\n", + "\n", + "where $\\tau_d$ is the time constant of dopamine re-absorption, $D_c$ is a real number indicating the increase in dopamine concentration caused by each incoming dopaminergic spike; $t_d^f$ are the times of these spikes.\n", + "\n", + "Equations (1, 2) are then combined to calculate the change in\n", + "synaptic strength $W$:\n", + "\n", + "$$\n", + "\\frac{dW}{dt} = CD \\quad \\text{(3)}\n", + "$$\n", + "\n", + "When a post-synaptic spike arrives very shortly after a pre-synaptic spike, a standard STDP rule would immediately potentiate the synaptic strength. However, when using the three-factor STDP rule, this potentiation would instead be applied to the eligibility trace.\n", + "\n", + "Because changes to the synaptic strength are gated by dopamine concentration $D$ (Equation 3), changes are only made to the synaptic strength if $D \\neq 0$. Furthermore, if the eligibility trace has decayed back to 0 before any dopaminergic spikes arrive, the synaptic strength will also not be changed." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "\n", + "from typing import List, Optional\n", + "\n", + "import matplotlib as mpl\n", + "\n", + "mpl.rcParams['axes.formatter.useoffset'] = False\n", + "mpl.rcParams['axes.grid'] = True\n", + "mpl.rcParams['grid.color'] = 'k'\n", + "mpl.rcParams['grid.linestyle'] = ':'\n", + "mpl.rcParams['grid.linewidth'] = 0.5\n", + "mpl.rcParams['figure.dpi'] = 120\n", + "mpl.rcParams['figure.figsize'] = [8., 3.]\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import nest\n", + "import numpy as np\n", + "import os\n", + "import random\n", + "import re\n", + "from pynestml.frontend.pynestml_frontend import generate_nest_target\n", + "\n", + "NEST_SIMULATOR_INSTALL_LOCATION = nest.ll_api.sli_func(\"statusdict/prefix ::\")\n", + "\n", + "# NESTML base directory is computed on the basis of the notebook's absolute path.\n", + "# The notebook is in ``doc/tutorials/stdp_dopa_synapse``, so the base directory is\n", + "# three levels up in the directory tree.\n", + "BASE_DIR = os.path.join(os.path.abspath(\"\"), os.pardir, os.pardir, os.pardir)\n", + "os.chdir(BASE_DIR)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Generating code with NESTML\n", + "\n", + "To generate fast code, NESTML needs to process the synapse model together with the neuron model that will be its postsynaptic partner in the network instantiantion (see https://nestml.readthedocs.io/en/v5.0.0/nestml_language/synapses_in_nestml.html#generating-code).\n", + "\n", + "In this tutorial, we will use a very simple integrate-and-fire model, where arriving spikes cause an instantaneous increment of the membrane potential.\n", + "\n", + "We first define a helper function to generate the C++ code for the models, build it as a NEST extension module, and load the module into the kernel. The resulting model names are composed of associated neuron and synapse partners, because of the co-generation, for example, \"stdp_synapse__with_iaf_psc_delta\" and \"iaf_psc_delta__with_stdp_synapse\".\n", + "\n", + "Because NEST does not support un- or reloading of modules at the time of writing, we implement a workaround that appends a unique number to the name of each generated model, for example, \"stdp_synapse_3cc945f__with_iaf_psc_delta_3cc945f\" and \"iaf_psc_delta_3cc945f__with_stdp_synapse_3cc945f\".\n", + "\n", + "The resulting neuron and synapse model names are returned by the function, so we do not have to think about these internals." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import uuid\n", + "\n", + "def generate_code_for(nestml_neuron_model: str,\n", + " nestml_synapse_model: str,\n", + " post_ports: Optional[List[str]] = None,\n", + " mod_ports: Optional[List[str]] = None,\n", + " uniq_id: Optional[str] = None,\n", + " logging_level: str = \"WARNING\"):\n", + " \"\"\"Generate code for a given neuron and synapse model, passed as a string.\n", + " NEST cannot yet unload or reload modules. This function implements a workaround using UUIDs to generate unique names.\n", + " The neuron and synapse models can be passed directly as strings in NESTML syntax, or as filenames, in which case the NESTML model is loaded from the given filename.\n", + " \"\"\"\n", + "\n", + " if uniq_id is None:\n", + " uniq_id = str(uuid.uuid4().hex)\n", + "\n", + " # read neuron model from file?\n", + " if not \"\\n\" in nestml_neuron_model and \".nestml\" in nestml_neuron_model:\n", + " with open(nestml_neuron_model, \"r\") as nestml_model_file:\n", + " nestml_neuron_model = nestml_model_file.read()\n", + "\n", + " # read synapse model from file?\n", + " if not \"\\n\" in nestml_synapse_model and \".nestml\" in nestml_synapse_model:\n", + " with open(nestml_synapse_model, \"r\") as nestml_model_file:\n", + " nestml_synapse_model = nestml_model_file.read()\n", + "\n", + " # generate unique ID\n", + " if uniq_id is None:\n", + " uniq_id = str(uuid.uuid4().hex)\n", + "\n", + " # update neuron model name inside the file\n", + " neuron_model_name_orig = re.findall(r\"neuron\\ [^:\\s]*:\", nestml_neuron_model)[0][7:-1]\n", + " neuron_model_name_uniq = neuron_model_name_orig + uniq_id\n", + " nestml_model = re.sub(r\"neuron\\ [^:\\s]*:\",\n", + " \"neuron \" + neuron_model_name_uniq + \":\", nestml_neuron_model)\n", + " neuron_uniq_fn = neuron_model_name_uniq + \".nestml\"\n", + " with open(neuron_uniq_fn, \"w\") as f:\n", + " print(nestml_model, file=f)\n", + "\n", + " # update synapse model name inside the file\n", + " synapse_model_name_orig = re.findall(r\"synapse\\ [^:\\s]*:\", nestml_synapse_model)[0][8:-1]\n", + " synapse_model_name_uniq = synapse_model_name_orig + uniq_id\n", + " nestml_model = re.sub(r\"synapse\\ [^:\\s]*:\",\n", + " \"synapse \" + synapse_model_name_uniq + \":\", nestml_synapse_model)\n", + " synapse_uniq_fn = synapse_model_name_uniq + \".nestml\"\n", + " with open(synapse_uniq_fn, \"w\") as f:\n", + " print(nestml_model, file=f)\n", + "\n", + " # generate the code for neuron and synapse (co-generated)\n", + " module_name = \"nestml_\" + uniq_id + \"_module\"\n", + " generate_nest_target(input_path=[neuron_uniq_fn, synapse_uniq_fn],\n", + " logging_level=logging_level,\n", + " module_name=module_name,\n", + " suffix=\"_nestml\",\n", + " codegen_opts={\"neuron_parent_class\": \"StructuralPlasticityNode\",\n", + " \"neuron_parent_class_include\": \"structural_plasticity_node.h\",\n", + " \"neuron_synapse_pairs\": [{\"neuron\": neuron_model_name_uniq,\n", + " \"synapse\": synapse_model_name_uniq,\n", + " \"post_ports\": post_ports,\n", + " \"vt_ports\": mod_ports}]})\n", + " mangled_neuron_name = neuron_model_name_uniq + \"_nestml__with_\" + synapse_model_name_uniq + \"_nestml\"\n", + " mangled_synapse_name = synapse_model_name_uniq + \"_nestml__with_\" + neuron_model_name_uniq + \"_nestml\"\n", + "\n", + " return module_name, mangled_neuron_name, mangled_synapse_name" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Formulating the model in NESTML\n", + "\n", + "We now go on to define the full synapse model in NESTML:" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "nestml_stdp_dopa_model = \"\"\"\n", + "synapse neuromodulated_stdp:\n", + "\n", + " state:\n", + " w real = 1.\n", + " n real = 0. # Neuromodulator concentration\n", + " c real = 0. # Eligibility trace\n", + " pre_tr real = 0.\n", + " post_tr real = 0.\n", + " end\n", + "\n", + " parameters:\n", + " the_delay ms = 1 ms @nest::delay # !!! cannot have a variable called \"delay\"\n", + " tau_tr_pre ms = 20 ms # STDP time constant for weight changes caused by pre-before-post spike pairings.\n", + " tau_tr_post ms = 20 ms # STDP time constant for weight changes caused by post-before-pre spike pairings.\n", + " tau_c ms = 1000 ms # Time constant of eligibility trace\n", + " tau_n ms = 200 ms # Time constant of dopaminergic trace\n", + " b real = 0. # Dopaminergic baseline concentration\n", + " Wmax real = 200. # Maximal synaptic weight\n", + " Wmin real = 0. # Minimal synaptic weight\n", + " A_plus real = 1. # Multiplier applied to weight changes caused by pre-before-post spike pairings. If b (dopamine baseline concentration) is zero, then A_plus is simply the multiplier for facilitation (as in the stdp_synapse model). If b is not zero, then A_plus will be the multiplier for facilitation only if n - b is positive, where n is the instantenous dopamine concentration in the volume transmitter. If n - b is negative, A_plus will be the multiplier for depression.\n", + " A_minus real = 1.5 # Multiplier applied to weight changes caused by post-before-pre spike pairings. If b (dopamine baseline concentration) is zero, then A_minus is simply the multiplier for depression (as in the stdp_synapse model). If b is not zero, then A_minus will be the multiplier for depression only if n - b is positive, where n is the instantenous dopamine concentration in the volume transmitter. If n - b is negative, A_minus will be the multiplier for facilitation.\n", + " A_vt real = 1. # Multiplier applied to dopa spikes\n", + " end\n", + "\n", + " equations:\n", + " pre_tr' = -pre_tr / tau_tr_pre\n", + " post_tr' = -post_tr / tau_tr_post\n", + " end\n", + "\n", + " internals:\n", + " tau_s 1/ms = (tau_c + tau_n) / (tau_c * tau_n)\n", + " end\n", + "\n", + " input:\n", + " pre_spikes nS <- spike\n", + " post_spikes nS <- spike\n", + " mod_spikes real <- spike\n", + " end\n", + "\n", + " output: spike\n", + "\n", + " onReceive(mod_spikes):\n", + " n += A_vt / tau_n\n", + " end\n", + "\n", + " onReceive(post_spikes):\n", + " post_tr += 1.\n", + "\n", + " # facilitation\n", + " c += A_plus * pre_tr\n", + " end\n", + "\n", + " onReceive(pre_spikes):\n", + " pre_tr += 1.\n", + "\n", + " # depression\n", + " c -= A_minus * post_tr\n", + "\n", + " # deliver spike to postsynaptic partner\n", + " deliver_spike(w, the_delay)\n", + " end\n", + "\n", + " # update from time t to t + resolution()\n", + " update:\n", + " # resolution() returns the timestep to be made (in units of time)\n", + " # the sequence here matters: the update step for w requires the \"old\" values of c and n\n", + " w -= c * ( n / tau_s * expm1( -tau_s * resolution() ) \\\n", + " - b * tau_c * expm1( -resolution() / tau_c ))\n", + " w = max(0., w)\n", + " c = c * exp(-resolution() / tau_c)\n", + " n = n * exp(-resolution() / tau_n)\n", + " end\n", + "\n", + "end\n", + "\"\"\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Generate the code, build the user module and make the model available to instantiate in NEST:" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[7,iaf_psc_deltac037ef42f5f04013b8a99109f147d77b_nestml, WARNING, [61:4;61:22]]: Variable 'G' has the same name as a physical unit!\n", + "[8,iaf_psc_deltac037ef42f5f04013b8a99109f147d77b_nestml, WARNING, [82:4;82:22]]: Variable 'h' has the same name as a physical unit!\n", + "[13,neuromodulated_stdpc037ef42f5f04013b8a99109f147d77b_nestml, WARNING, [18:4;18:13]]: Variable 'b' has the same name as a physical unit!\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:root:PyGSL is not available. The stiffness test will be skipped.\n", + "WARNING:root:Error when importing: No module named 'pygsl'\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[22,iaf_psc_deltac037ef42f5f04013b8a99109f147d77b_nestml, WARNING, [61:4;61:22]]: Variable 'G' has the same name as a physical unit!\n", + "[23,iaf_psc_deltac037ef42f5f04013b8a99109f147d77b_nestml, WARNING, [82:4;82:22]]: Variable 'h' has the same name as a physical unit!\n", + "[25,neuromodulated_stdpc037ef42f5f04013b8a99109f147d77b_nestml, WARNING, [18:4;18:13]]: Variable 'b' has the same name as a physical unit!\n", + "[44,iaf_psc_deltac037ef42f5f04013b8a99109f147d77b_nestml__with_neuromodulated_stdpc037ef42f5f04013b8a99109f147d77b_nestml, WARNING, [61:4;61:22]]: Variable 'G' has the same name as a physical unit!\n", + "[45,iaf_psc_deltac037ef42f5f04013b8a99109f147d77b_nestml__with_neuromodulated_stdpc037ef42f5f04013b8a99109f147d77b_nestml, WARNING, [82:4;82:22]]: Variable 'h' has the same name as a physical unit!\n", + "[49,neuromodulated_stdpc037ef42f5f04013b8a99109f147d77b_nestml__with_iaf_psc_deltac037ef42f5f04013b8a99109f147d77b_nestml, WARNING, [18:4;18:13]]: Variable 'b' has the same name as a physical unit!\n", + "[56,iaf_psc_deltac037ef42f5f04013b8a99109f147d77b_nestml, WARNING, [82:4;82:22]]: Variable 'h' has the same name as a physical unit!\n", + "[60,iaf_psc_deltac037ef42f5f04013b8a99109f147d77b_nestml__with_neuromodulated_stdpc037ef42f5f04013b8a99109f147d77b_nestml, WARNING, [82:4;82:22]]: Variable 'h' has the same name as a physical unit!\n", + "[64,neuromodulated_stdpc037ef42f5f04013b8a99109f147d77b_nestml__with_iaf_psc_deltac037ef42f5f04013b8a99109f147d77b_nestml, WARNING, [18:4;18:13]]: Variable 'b' has the same name as a physical unit!\n", + "[68,neuromodulated_stdpc037ef42f5f04013b8a99109f147d77b_nestml__with_iaf_psc_deltac037ef42f5f04013b8a99109f147d77b_nestml, WARNING, [18:4;18:13]]: Variable 'b' has the same name as a physical unit!\n" + ] + } + ], + "source": [ + "# generate and build code\n", + "module_name, neuron_model_name, synapse_model_name = \\\n", + " generate_code_for(\"models/neurons/iaf_psc_delta.nestml\",\n", + " nestml_stdp_dopa_model,\n", + " post_ports=[\"post_spikes\"],\n", + " mod_ports=[\"mod_spikes\"])\n", + "\n", + "# load dynamic library (NEST extension module) into NEST kernel\n", + "nest.Install(module_name)" + ] + }, + { + "attachments": { + "image-2.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Running the simulation in NEST\n", + "\n", + "Let's define a function that will instantiate a simple network with one presynaptic cell and one postsynaptic cell connected by a single synapse, then run a simulation and plot the results.\n", + "\n", + "
\n", + "\n", + "![image-2.png](attachment:image-2.png)\n", + " \n", + "
" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "def run_network(pre_spike_time, post_spike_time, vt_spike_times,\n", + " neuron_model_name,\n", + " synapse_model_name,\n", + " resolution=.1, # [ms]\n", + " delay=1., # [ms]\n", + " lmbda=1E-6,\n", + " sim_time=None, # if None, computed from pre and post spike times\n", + " synapse_parameters=None, # optional dictionary passed to the synapse\n", + " fname_snip=\"\",\n", + " debug=False):\n", + "\n", + " #nest.set_verbosity(\"M_WARNING\")\n", + " nest.set_verbosity(\"M_ALL\")\n", + "\n", + " nest.ResetKernel()\n", + " nest.SetKernelStatus({'resolution': resolution})\n", + "\n", + " # create spike_generators with these times\n", + " pre_sg = nest.Create(\"spike_generator\",\n", + " params={\"spike_times\": [pre_spike_time]})\n", + " post_sg = nest.Create(\"spike_generator\",\n", + " params={\"spike_times\": [post_spike_time]})\n", + " vt_sg = nest.Create(\"spike_generator\",\n", + " params={\"spike_times\": vt_spike_times})\n", + "\n", + " # create volume transmitter\n", + " vt = nest.Create(\"volume_transmitter\")\n", + " vt_parrot = nest.Create(\"parrot_neuron\")\n", + " nest.Connect(vt_sg, vt_parrot)\n", + " nest.Connect(vt_parrot, vt, syn_spec={\"synapse_model\": \"static_synapse\",\n", + " \"weight\": 1.,\n", + " \"delay\": 1.}) # delay is ignored!\n", + " vt_gid = vt.get(\"global_id\")\n", + "\n", + " # set up custom synapse models\n", + " wr = nest.Create('weight_recorder')\n", + " nest.CopyModel(synapse_model_name, \"stdp_nestml_rec\",\n", + " {\"weight_recorder\": wr[0],\n", + " \"w\": 1.,\n", + " \"delay\": delay,\n", + " \"receptor_type\": 0,\n", + " \"vt\": vt_gid,\n", + " \"tau_tr_pre\": 10.,\n", + " })\n", + "\n", + " # create parrot neurons and connect spike_generators\n", + " pre_neuron = nest.Create(\"parrot_neuron\")\n", + " post_neuron = nest.Create(neuron_model_name)\n", + " \n", + " spikedet_pre = nest.Create(\"spike_recorder\")\n", + " spikedet_post = nest.Create(\"spike_recorder\")\n", + " spikedet_vt = nest.Create(\"spike_recorder\")\n", + "\n", + " #mm = nest.Create(\"multimeter\", params={\"record_from\" : [\"V_m\"]})\n", + "\n", + " nest.Connect(pre_sg, pre_neuron, \"one_to_one\", syn_spec={\"delay\": 1.})\n", + " nest.Connect(post_sg, post_neuron, \"one_to_one\", syn_spec={\"delay\": 1., \"weight\": 9999.})\n", + " nest.Connect(pre_neuron, post_neuron, \"all_to_all\", syn_spec={'synapse_model': 'stdp_nestml_rec'})\n", + " #nest.Connect(mm, post_neuron)\n", + "\n", + " nest.Connect(pre_neuron, spikedet_pre)\n", + " nest.Connect(post_neuron, spikedet_post)\n", + " nest.Connect(vt_parrot, spikedet_vt)\n", + " \n", + " # get STDP synapse and weight before protocol\n", + " syn = nest.GetConnections(source=pre_neuron, synapse_model=\"stdp_nestml_rec\")\n", + " if synapse_parameters is None:\n", + " synapse_parameters = {}\n", + " nest.SetStatus(syn, synapse_parameters)\n", + "\n", + " initial_weight = nest.GetStatus(syn)[0][\"w\"]\n", + " np.testing.assert_allclose(initial_weight, 1)\n", + " nest.Simulate(sim_time)\n", + " updated_weight = nest.GetStatus(syn)[0][\"w\"]\n", + "\n", + " actual_t_pre_sp = nest.GetStatus(spikedet_pre)[0][\"events\"][\"times\"][0]\n", + " actual_t_post_sp = nest.GetStatus(spikedet_post)[0][\"events\"][\"times\"][0]\n", + "\n", + " pre_spike_times_ = nest.GetStatus(spikedet_pre, \"events\")[0][\"times\"]\n", + " assert len(pre_spike_times_) == 1 and pre_spike_times_[0] > 0\n", + " \n", + " post_spike_times_ = nest.GetStatus(spikedet_post, \"events\")[0][\"times\"]\n", + " assert len(post_spike_times_) == 1 and post_spike_times_[0] > 0\n", + "\n", + " vt_spike_times_ = nest.GetStatus(spikedet_vt, \"events\")[0][\"times\"]\n", + " assert len(vt_spike_times_) == 1 and vt_spike_times_[0] > 0\n", + "\n", + " #dt = actual_t_post_sp - actual_t_pre_sp\n", + " dt = 0.\n", + " dw = updated_weight\n", + "\n", + " return dt, dw" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "def run_vt_spike_timing_experiment(neuron_model_name, synapse_model_name, synapse_parameters=None):\n", + " sim_time = 10000. # [ms] -- make sure to simulate for much longer than the eligibility trace\n", + " # time constant, which is typically the slowest time constant in \n", + " # the system, PLUS the time of the latest vt spike\n", + " pre_spike_time = 1. # [ms]\n", + " post_spike_time = 3. # [ms]\n", + " delay = .5 # dendritic delay [ms]\n", + "\n", + " dt_vec = []\n", + " dw_vec = []\n", + " for vt_spike_time in np.round(np.linspace(4, 5000, 12)).astype(float): # sim_time - 10 * delay\n", + " dt, dw = run_network(pre_spike_time, post_spike_time, [vt_spike_time],\n", + " neuron_model_name,\n", + " synapse_model_name,\n", + " delay=delay, # [ms]\n", + " synapse_parameters=synapse_parameters,\n", + " sim_time=sim_time)\n", + " dt_vec.append(vt_spike_time)\n", + " dw_vec.append(dw)\n", + " \n", + " return dt_vec, dw_vec, delay" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "for A_vt in [1., -1.]:\n", + " dt_vec, dw_vec, delay = run_vt_spike_timing_experiment(neuron_model_name,\n", + " synapse_model_name, \n", + " synapse_parameters={\"A_vt\": A_vt})\n", + " ax.plot(dt_vec, dw_vec, marker='o', label=\"$A_{vt}$ = \" + str(A_vt))\n", + "\n", + "ax.set_xlabel(\"Time of dopa spike [ms]\")\n", + "ax.set_ylabel(\"Weight at $t = \\infty$\")\n", + "ax.legend()" + ] + }, + { + "attachments": { + "image-2.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Learning through dopamine\n", + "\n", + "In this section we simulate the spiking activity of a group of neurons with the learning rule as described above. Here, we perform the simulation on 10 `iaf_psc_delta` neurons in which each of the neurons receives input from an independent Poisson source of 50Hz. These neurons are also connected to a single dopamine spike source. These dopamine spikes are delivered to the neurons as reward and punishment signals at specific time intervals.\n", + "\n", + "
\n", + "\n", + "![image-2.png](attachment:image-2.png)\n", + "\n", + "
\n", + "\n", + "_Single dopamine source, multiple independent pre-post cell pairs (3 pairs shown)._" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "# Labels for x and y axes for traces used in plotting functions\n", + "labels = {\"c\": {\"x_label\": \"Times [ms]\", \"y_label\": \"Eligibility \\ntrace (c)\"},\n", + " \"w\": {\"x_label\": \"Times [ms]\", \"y_label\": \"Weight \\ntrace (w)\"},\n", + " \"pre_tr\": {\"x_label\": \"Times [ms]\", \"y_label\": \"Presynaptic \\ntrace (pre_tr)\"},\n", + " \"n\": {\"x_label\": \"Times [ms]\", \"y_label\": \"Doapmine \\ntrace (n)\"}\n", + " }" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "# Plot trace values for a neurons or set of neurons\n", + "def plot_traces_for_neuron(log, recordables, neuron_numbers=None, pos_dopa_spike_times=None, neg_dopa_spike_times=None):\n", + " \"\"\"\n", + " Plots the trace values for the given list of neuron IDs\n", + " \"\"\"\n", + " times = log[\"t\"]\n", + " trace_values = {}\n", + " # Initialize the list if \"neuron_numbers\" is None, which corresponds to all neurons\n", + " if neuron_numbers is None:\n", + " neuron_numbers = np.array([i+1 for i in range(10)])\n", + "\n", + " # The actual neuron numbers are -1 of the given numbers\n", + " neuron_numbers_actual = np.array(neuron_numbers) - 1\n", + " \n", + " # Get the values of recordables for the given neuron IDs\n", + " for recordable in recordables:\n", + " trace_values[recordable] = np.array(log[recordable])[:, neuron_numbers_actual]\n", + "\n", + " n_neurons = len(neuron_numbers)\n", + " palette = plt.get_cmap('tab10')\n", + " \n", + " for i in range(n_neurons):\n", + " fig, ax = plt.subplots(nrows=len(recordables), sharex=True, squeeze=False)\n", + " ax = ax.flatten()\n", + " fig.suptitle(\"Trace values for Neuron \" + str(neuron_numbers[i]))\n", + " for j, recordable in enumerate(recordables):\n", + " ax[j].plot(times, trace_values[recordable][:, i], label=\"neuron \" + str(neuron_numbers[i]), color=palette(neuron_numbers_actual[i]))\n", + " ax[j].set_xlim(xmin=0)\n", + " ax[j].set_ylabel(labels[recordable][\"y_label\"], rotation=0, ha=\"right\", va=\"center\")\n", + " ax[j].legend(loc=\"upper right\", labelspacing=0.)\n", + " if pos_dopa_spike_times is not None:\n", + " ax[j].scatter(pos_dopa_spike_times, np.ones_like(pos_dopa_spike_times) * np.amin(trace_values[recordable][:, i]), marker=\"^\", c=\"green\", s=20)\n", + " if neg_dopa_spike_times is not None:\n", + " ax[j].scatter(neg_dopa_spike_times, np.ones_like(neg_dopa_spike_times) * np.amin(trace_values[recordable][:, i]), marker=\"^\", c=\"red\", s=20)\n", + " fig.tight_layout(rect=[0, 0.03, 1, 0.95])" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_spiking_activity(neuron_spike_times, pos_dopa_spike_times, neg_dopa_spike_times, source_ids, total_t_sim):\n", + " fig, ax = plt.subplots()\n", + " palette = plt.get_cmap('tab10')\n", + " \n", + " n_neurons = len(neuron_spike_times)\n", + " y_ticks = [i * 10 for i in range(n_neurons, 0, -1)]\n", + " for i in range(n_neurons):\n", + " ax.scatter(neuron_spike_times[i], np.ones_like(neuron_spike_times[i]) * y_ticks[i], color=palette(i), s=1)\n", + "\n", + " if pos_dopa_spike_times is not None:\n", + " ax.scatter(pos_dopa_spike_times, np.zeros_like(pos_dopa_spike_times), marker=\"^\", c=\"green\", s=100)\n", + " if neg_dopa_spike_times is not None:\n", + " ax.scatter(neg_dopa_spike_times, np.zeros_like(pos_dopa_spike_times), marker=\"^\", c=\"red\", s=100)\n", + "\n", + " ax.set_xlim(0., total_t_sim)\n", + " ax.set_ylim(ymin=0)\n", + " ax.set_xlim(xmin=0)\n", + " ax.set_yticks(y_ticks)\n", + " ax.set_yticklabels(source_ids)\n", + " ax.set_xlabel(\"Time [ms]\")\n", + " ax.set_ylabel(\"Neuron ID\")\n", + " plt.tight_layout()\n", + " fig.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here, we setup the network with 10 neurons each connected to a Poisson source. The neurons are also connected to a volume transmitter that acts as a dopamine spike source." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "# simulation parameters\n", + "resolution = .1\n", + "\n", + "# network parameters\n", + "n_neurons = 10\n", + "tau_n = 50.\n", + "tau_c = 100.\n", + "pre_poisson_rate = 50. # [s^-1]\n", + "initial_weight = 5.6 # controls initial firing rate before potentiation\n", + "\n", + "# stimulus parameters\n", + "pos_dopa_spike_times = [2000, 3000, 4000]\n", + "neg_dopa_spike_times = [8000, 9000, 10000]\n", + "A_vt = [10., -10.]\n", + "\n", + "\n", + "nest.set_verbosity(\"M_ALL\")\n", + "\n", + "nest.ResetKernel()\n", + "nest.SetKernelStatus({'resolution': resolution})\n", + "\n", + "# Create the neurons\n", + "neurons = nest.Create(neuron_model_name, n_neurons)\n", + "\n", + "# Create a poisson generator\n", + "poisson_gen = nest.Create(\"poisson_generator\", n_neurons, params={\"rate\": pre_poisson_rate})\n", + "parrot_neurons = nest.Create(\"parrot_neuron\", n_neurons)\n", + "\n", + "# Spike generators\n", + "vt_sg = nest.Create(\"spike_generator\", params={\"spike_times\": pos_dopa_spike_times + neg_dopa_spike_times})\n", + "\n", + "# Spike recorder\n", + "spike_rec = nest.Create(\"spike_recorder\")\n", + "spike_rec_vt = nest.Create(\"spike_recorder\")\n", + "spike_re_pt = nest.Create(\"spike_recorder\")\n", + "\n", + "# create volume transmitter\n", + "vt = nest.Create(\"volume_transmitter\")\n", + "vt_parrot = nest.Create(\"parrot_neuron\")\n", + "nest.Connect(vt_sg, vt_parrot, syn_spec={\"weight\": -1.})\n", + "nest.Connect(vt_parrot, vt, syn_spec={\"synapse_model\": \"static_synapse\",\n", + " \"weight\": 1.,\n", + " \"delay\": 1.})\n", + "\n", + "vt_gid = vt.get(\"global_id\")\n", + "\n", + "# multimeters\n", + "mms = [nest.Create(\"multimeter\", params= {\"record_from\": [\"V_m\"]}) for _ in range(n_neurons)]\n", + "\n", + "# set up custom synapse models\n", + "wr = nest.Create('weight_recorder')\n", + "nest.CopyModel(synapse_model_name, \"stdp_nestml_rec\",\n", + " {\"weight_recorder\": wr[0],\n", + " \"w\": initial_weight,\n", + " \"the_delay\": delay,\n", + " \"receptor_type\": 0,\n", + " \"vt\": vt_gid,\n", + " \"tau_n\": tau_n,\n", + " \"tau_c\": tau_c,\n", + " })\n", + "\n", + "# Connect everything\n", + "nest.Connect(poisson_gen, parrot_neurons, \"one_to_one\")\n", + "nest.Connect(parrot_neurons, neurons, \"one_to_one\", syn_spec=\"stdp_nestml_rec\")\n", + "\n", + "nest.Connect(neurons, spike_rec)\n", + "nest.Connect(vt_parrot, spike_rec_vt)\n", + "\n", + "for i in range(n_neurons):\n", + " nest.Connect(mms[i], neurons[i])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This is a helper function that runs the simulation in chunks of time intervals and records the values of the synapse properties passed as `recordables`." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "def run_simulation_in_chunks(sim_chunks, sim_time, recordables, neurons):\n", + " sim_time_per_chunk = sim_time / sim_chunks\n", + "\n", + " # Init log to collect the values of all recordables\n", + " log = {}\n", + " log[\"t\"] = []\n", + "\n", + " # Initialize all the arrays\n", + " # Additional one entry is to store the trace value before the simulation begins\n", + " for rec in recordables:\n", + " log[rec] = (sim_chunks + 1) * [[]]\n", + "\n", + " # Get the value of trace values before the simulation\n", + " syn = nest.GetConnections(target=neurons, synapse_model=\"stdp_nestml_rec\")\n", + " for rec in recordables:\n", + " log[rec][0] = syn.get(rec)\n", + " \n", + " log[\"t\"].append(nest.GetKernelStatus(\"biological_time\"))\n", + "\n", + " # Run the simulation in chunks\n", + " nest.Prepare()\n", + " for i in range(sim_chunks):\n", + " # Set the reward / punishment for dopa spikes\n", + " # Set the punishment signal only when the timed during simulation == the first negative dopa spike time\n", + " # Otherwise set the reward signal\n", + " sim_start_time = i * sim_time_per_chunk\n", + " sim_end_time = sim_start_time + sim_time_per_chunk\n", + "\n", + " if sim_end_time > neg_dopa_spike_times[0]:\n", + " syn.set({\"A_vt\": A_vt[1]})\n", + " else:\n", + " syn.set({\"A_vt\": A_vt[0]})\n", + "\n", + " nest.Run(sim_time//sim_chunks)\n", + " \n", + " # log current values\n", + " log[\"t\"].append(nest.GetKernelStatus(\"biological_time\"))\n", + "\n", + " # Get the value of trace after the simulation\n", + " for rec in recordables:\n", + " log[rec][i + 1] = syn.get(rec)\n", + " nest.Cleanup()\n", + " \n", + " return log" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Run simulation in NEST\n", + "Let's run the simulation and record the neuron spike times and synapse parameters like the eligibility trace `c`, the presynaptic trace `pre_tr`, the dopamine trace `n`, and the weight `w`." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [], + "source": [ + "# Run simulation\n", + "sim_time = 12000\n", + "n_chunks = 400\n", + "recordables = [\"c\", \"pre_tr\", \"n\", \"w\"]\n", + "log = run_simulation_in_chunks(n_chunks, sim_time, recordables, neurons)\n", + "\n", + "times = spike_rec.get(\"events\")[\"times\"]\n", + "senders = spike_rec.get(\"events\")[\"senders\"]\n", + "\n", + "times_vt = spike_rec_vt.get(\"events\")[\"times\"]\n", + "\n", + "connections = nest.GetConnections(neurons)\n", + "source_ids = connections.get(\"source\") # source IDs of all neurons\n", + "source_ids = list(set(source_ids))\n", + "\n", + "neuron_spike_times = [[] for _ in range(n_neurons)]\n", + "for i in range(n_neurons):\n", + " neuron_spike_times[i] = times[senders == source_ids[i]]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Spiking activity" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + ":23: UserWarning:Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure.\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the spiking activity\n", + "plot_spiking_activity(neuron_spike_times, pos_dopa_spike_times, neg_dopa_spike_times, source_ids, sim_time)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "From the spiking activity of the neurons, we can see that the firing rate of the neurons increases after the dopamine spikes or reward signals (green triangles in the plot) are applied to the synapses. Consequently, when the punishment signals are applied (red triangles), the firing rate decreases. In order to understand the dynamics, let's plot the different trace variables of the synapse." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plot the trace values\n", + "\n", + "Let's plot the trace values and the weight for each synapse. Note that the dopamine trace is the same for every synapse." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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++y4DBw6MdV5UhI0bN45JkybFOhsqCrSsncPJZV2Ys5fvP3yPvkOOpM9hR8Y6OxHn5LJ2Gi1r52hqZZ2VlcWFF14IdoxQHzHGRDRDStVFRA4FVq1atYpDDz001tlREZabm0v79u1jnQ0VBVrWzuHksl4ycxor5r1D6w6duPG5/8Y6OxHn5LJ2Gi1r52hqZb169WoGDx4MMNgYs7q+9DoAlFIqaqZOnRrrLKgo0bJ2DieXdUlBgf1cb7euZsHJZe00WtbOEe9lrcGsUipqhg4dGussqCjRsnYOJ5d1ZXmZ9VxRjtvlinFuIs/JZe00WtbOEe9lrcGsUipqSkpKYp0FFSXRLGtjDN/Oe4fv5r8btWOqKk6+risrqgbhrygrjWFOosPJZe00WtbOEe9lrQNAKaWiZsOGDbHOgoqSaJZ19qYNLJ05DYCeBw+mS38dTC6anHxdV5ZXBbPlJSW0aNkqhrmJPCeXtdNoWTtHvJe1BrNKqaixR6dTDhDNsi7al+f9f8HebA1mo8zJ13W1YLY0vms3guHksnaacJW12+1m9+7dlJWV4Xa7w7JPFV7Dhw9n48aNET2GiJCcnEybNm1o3bo1IhK2fWszY6VU1EycODHWWVBREs2y9vRbBCgpLIjacZXFyde1bzBbUdr8mxk7uaydJhxl7Xa7+e2339i3bx/l5eXoDCpNU6RvMhhjqKyspLCwkO3bt/Pbb79RWVkZtv1rzaxSKmpeeOGFWGdBRUk0y7qizDeYLYzacZXFyde1742UCgfUzDq5rJ0mHGW9e/duSkpKaN++PZ07dw5rbZyKP5WVlWRnZ5Ofn09eXh6dOnUKy37jvmZWRIyIjPd5Pcpe1rcB+xpubzvcZ9liEVkVxLZ97W1H+SwbLyLGL91mEZkeat5UlbLiYkc052qORowYEessqCiJZln71o5pzWz0Ofm69h0AqtwBNbNOLmunCUdZl5WVkZiYqIFsE7d+/fqoHCcpKYlu3bqRmJjI/v37w7bfJhnM+gSktT2Oj3Uew0VEDrGD3r6xzks8KNlfyMt/uYaXbhlFsUPm9WtO5s2bF+ssqCiJZln71o6Vas1s1Dn5unZVa2bc/G+yOrmsnSYcZe12u0lMTNRAtokbNGhQ1I4lIiQmJoa1yXmTDGZ93A9cFeCRVcc2/wPSgC0NON5Se9ulDdh2i73t/+pJdyBwg8/rQ4AHgL4NOKbj7N6wnrKiIsqKiti5/tdYZ0eFaPTo0bHOgoqSaJZ19ZpZvckVbU6+rqsPANX8a2aDLeuCvdm8MeEuvnxzVoRzpCIlXNe1BrJN35YtDQmZGi7cfxNNvc/sh8aYFaFsYIxxAQ2audwY4wYa9G1krFsM9W5rjCmrL42qne88fvtzc2OYE9UQ9913X6yzoKIkmmVdrc/sfq2ZjTYnX9dOGwAq2LJe8spUtv2yim2/rOKoc84ntVV6hHOmws3J17XTdOvWLdZZaJSmXjMbskB9ZkUkwW7Ku0NEikXkM7t5b7X+q4H6zPqsO1pEvhSREhHZJCKj/dbX6DNbS/68x7TTvmmv+synGfVwEZkhIntFJDnAPj4WkbVBviXNSqXPj9b9eTkxzIlqiHfffTfWWVBREs2yrt7MWPvMRptTr2tjTLU+s05oZhxsWe/eXDVvZcGe7AjlRkWSU69rJ9q3b1+ss9AoTT2YzRCRjn6PDg3Yz8NYTXlXAHcA64GPgGBnN28HfAB8B/wT2AY8LyLXNiAvvpYC/7H/P4mqZtRrsJordwDO8t1ARLoCpwMzG3nsuORbA6M1s/FnwIABsc6CipJolnX1qXm0ZjbanHpduyoqqr0uL2v+NbPBlnXLNhne/2swG5+cel07UYsWLWKdhUZp6sHsQmCP32N7KDsQkS7A34F3jTHnG2OmGGNuBP4P6BjkbroDjxhj/mqMeQb4HfAj8HCgmtNgGWM2Ap/bLz8xxsy0H7uBT7GC5j/7bXYlVrk1KJgVkWNF5FkRWS0iRSLym4jMFpEDgti2roG5ujYkP6Gq1sxYa2bjTlpaWqyzoKIkmmXt29SztGg/bneDepqoBnLqde37dwfOqJkNtqxbZrT1/j8/e3eEcqMiyanXtRMlJDQsHHS73Tz//PMcccQRpKWl0aFDB04//XR++umnMOewbk09mL0V+L3f4w8h7uN3WH2Dn/Nb/kwI+6gEXvS8MMaU2687A0eHmJ+g2P13XwXOF5HWPqv+BHxpjNnUwF3fCVwCLAL+BrwEnAp8LyKDg9xHoIG59jUwPyGpXjOrwWy8Wb58eayzoKIkmmXt+7mAMZSGcch/VT+nXte+LQLAGX1mgy3rpJSqmp6CPRrMxiOnXtdOVFRU1KDtrr32Wm677TaOPvponnnmGe6//3569+5NdnZ0W2M09QGgloc6AFQAfeznaiMgG2NyRSQvyH3sMMb4l/Q6+7kv8HXDs1enV7CCz4uAV0TkQKzguTFDzD0J/NEOyAEQkTeAlcBd1KwJDiTkgbnCpXrNrDYzjjfXXXddrLOgoiSaZe0fVJQUFlRr5qgiy6nXtX/NrBPmPw+2rH2/q/M1mI1LTr2u41VpaSkpKSkNqmXt2DHYhqpVZs+ezYwZM3jnnXe46KKLQt4+nJp6zayjGWN+weqn6wkw/wyUA7Mbsc8vfQNZe9l6YDVwcLD7EZHWIpLY0Hw0lO8XZGlhQY0fE6ppGzNmTKyzoKIkmmXtH8zqXLPR5dTr2nfwJ3BGzWywZV3p811doM2M45JTr+tgjR8/HhEhKyuLUaNG0bZtWzIyMrjmmmsoLi6ukX7mzJkcffTRpKWl0b59e6644gq2bt1aLU3fvn0ZNWpUjW2HDx/O8OHDva8XL16MiPD6669z77330qNHD1q2bElBgTUA4ptvvuk9VseOHfnzn//M9u3Ve2mOGjWK9PR0tm/fzjnnnEN6ejqdOnVi7NixuFz1d9V58sknGTp0KBdddBFut7vBtbvh4IRg1jN50kDfhfZAUu2C3Ed3EfEfLMrTx3Rzw7MGQH2zBr8CnC4i3YA/AvONMcHWKAdFrAmfugB7g9zkM6AAKBaR90QkarMt+45mDFC0T2tn48mMGTNinQUVJdEs6wq/m1olOqJxVDn1uq5ZM9v8g9lgy7qitOq7On/PbqzZC1U8cep1HarMzEwKCwt5+OGHyczMZPr06UyYMKFamoceeoirr76aQYMG8eSTT3L77bezaNEiTj311EaNJDxx4kTmz5/P2LFjmTRpEikpKUyfPp3MzEwSExN5+OGHueGGG3jnnXc4+eSTaxzL5XJx1lln0atXLx5//HGGDRvGE088wUsvvVTncQsKCli+fDnHHnss48aNIyMjg/T0dPr378/s2Q2ub2uwpt7MOBwWYfV5vRn4xGf5X0LYRxJwE1YTXUQkxX69B6vmtDE8tzLa1rL+NeAJ4GmgP9ZozOH2J6AHVl/YuhQD06kKZo/GGlzrSxE5yhiztY5tEZHOQCe/xSENl1fhF8wW5uaQ0TkqY0+pMBgxYgTz5s2LdTZUFESzrP1vcpXs12A2mpx6XdfsMxsfzYz3bt1CUkoL2nYJ/bsz2LL2bXJdXlJC6f5C0lq3Cfl4Knacel2H6sgjj2Tq1Kne1zk5OUydOpVHHnkEgC1btvDAAw/w4IMPMm7cOG+6iy++mCOPPJLnnnuu2vJQlJaWsmLFCu9gXRUVFdx5550MHjyYpUuXkpqaCsDJJ5/Meeedx+TJk6sF2qWlpVx++eVcccUVDBo0iNGjR3PUUUcxdepUbr755lqPu2HDBowxvP766yQlJfHoo4+SkZHB008/zRVXXEGbNm04++yzG3RODdHUa2b/ICJ/DvDoH+wO7JGBnwYusmsRbxGRF4HrsGoig7lduAO4U0T+IyJ/wQqQjwDuMcZU1Lll/X4EXPb+R4rIFXbQ58n/HmABcBnWIEvzG3m8akTkIGAK8BVQ5204Y8xsY8w1xphXjDHvGmPuw5o6qANwTxCHuwVY5feYC7Bs2TKWLFnCY489Rm5uLiNHjgSsD1OwmrtkZWWxYd26ajvM3bWTzMzMamnHjRvHypUrmTVrFrNmzWLlypXeDwpPmszMTIqLi5k4cSLLly9nzpw5TJs2jaysLG/TGk/akSNHkpuby2OPPcaSJUtYsGABU6ZMYfv27YwePbpa2tGjR7N9+3amTJnCggULgjqnadOmMWfOHJYvX87EiRMpLi5utuc0b968ZndOzbGcwnFOF110UdTOyb+GbMVXX2k5RfGcevTo0ezOKZhyGnfXXdX+7nKys5v8Oa354XtmjL2VaWNGs3DBhyGX0xtvvBHUOWXv2lntvbn5umv1eoqzc7rvvvsafU7Lli0DrICuvLyc7Oxs8vPz+ejlZ/nfPX/n9fF3MuOu23ljwl1Mv/NvvDHhLl65ewyvPfBPZt77D169dyyz7v8n/xv3d14ffxfT/dOOG8Nr9/+TmfeOZea9Y3nt/n/yyrgx1dJMv+t2Xh9/F/8b93dm3f9PXr13LDPv/QevPfBPXrnbSjvnqUcB2LRpE5WVlezatYvCwkLy8/PJzs6mvLycLVushp7r168HquZmzczMJD8/n8LCQnbt2sWJJ55ITk4OBQUFrF+/nnfeeQe3280FF1zA2rVrycrK8u5r0KBBfPDBB9X2W1RURHFxMTk5OeTk5FBcXEyZfcPWk8bTZPjiiy/G7XaTl5fH3r17+eKLL8jOzuaWW27xNmHetGkTZ511FgMHDmTevHnec3K73d6/N48tW7Zw4oknsmHDhmrnVFlZyaZNm7x52G8PspiTk8OMGTO44ooruOCCC5g5cyYdOnTg3nvvrZbfbdu2VTunyspKVq5cWevfnmddsKQpNv0QkVHAf+tIco0xZrqd1gATjDHj/bbtZ4zZbC9LxJpn9gYgAytwuxVYBrxpjLnZTjccq9bxNGPMYnvZYqwpfEZijYB8JLAbeMwYM8Unz32BTX55Gw88YIwRn3SbgcXGmFE+y64H7sYarCrR9/j2+suw+sm+ZIy5qY73JST2dDpfAMnA8caYHQ3cz1dAJ2PMwHrS1VYzO3fVqlUceuih9R7rzQfv5beVP3pfD7/6eo4+98JQs6xiZMyYMUyePDnW2VBREM2yfvGWUezPqeolcez5l3Dqn66JyrGVc6/rrG+/Zu7jD3pft8xoy80vNe0p4H/9cinzn7Z+uF923yR6Dz48pO2DLevnbvgTJQX53tcjxtzFAcefHFpmVUyF47reuHEjAP37V6+DemPCXWz7ZVWj9h1OPQ8ZzOUP/DukbcaPH8+ECRPYtWsXXbp08S6fPn0611xzDZs3b6ZPnz7ccsstPP/887Xu5/DDD/dOZdO3b1+GDx/O9OnTq6Xx9JddvHix9/m0007jlVde4aqrrvKme/3117nyyitZtGgRp59+erV9XHTRRSxbtow9e/YAVp/ZN954g5KSErZu3UqvXr2qnVdd8eGKFSs49thj6devn7eMPa699lpmzpxJcXExSUmBGwDX9nfhsXr1agYPHgww2BizutaM2JpkM2M7GJweZFrxe11jW2OMC6sJrbcZrYi0xapR3OaTbjHgv7/hPi9PrCMfmwNsOx4Y77esb4Bt/w9r3tvaeKodwvYtKSIZwIdYzZtPaWgga9sKHFhfImNMNlBtvG6ru27wKvwmpdcRjePLrbfeGussqCiJZln718xqn9nocup17T8AVDyMZlxeUjUwTXHBvpC3D7as/b+r8/dEd6oO1XiRvK479wm6gWVUNCY/iYmBx0L1BINutxsR4cMPPwyYNj093fv/2n4Tu1yugNs2di5gzz47dfKvZ6pb9+7dAaoF8R6dO3emoqKCoqIiMjKiM6tAkwxmw01E0owx/t8yt9vPi6Obmwa5AdiIVZPcaCKSCszDGsTqDHvU5Mboj9V/OOIq/QbY0Llm48vSpUsZOLDOCnzVTESzrGv0mdXRjKPKqde1/02UyrIy3G4XCQlRH+g/aOU+o6wW5+fXkTKwYMrauN01rsl8HdE47kTyuj5t1I0R2W9TNGDAAIwx9OvXjwMOOKDOtO3atQs4INSWLVtqrcX01aePNRvp2rVra9TMrl271rve3/79+739a4PRvXt3unbtWmOEZIAdO3aQmppK69atg95fYzX1PrPhcrmILBaRf9p9ZmdhNTv+2BjzRawzVxu7/+wk4FzgaROGNuF2k+s3gBOAy4wxX9WSrpuIHCQiyT7Laty6EZFzsAaCWtDYvAWjwm/Ajf15GszGk3btgh1AXMW7aJW1MSbgPLMqepx6XQeaGs4/iGtqykqq7uuXFIYezAZT1oHelwKdazbuOPW6DreLL76YxMTEgE13jTHk5FT9jh0wYABff/015T7X0Pvvv19jCp/aHHPMMXTu3JkXXnjB288W4MMPP2TNmjWce+65AberrXa5Lpdffjlbt27lk0+qxtbdu3cvc+fO5fTTT2/QfLcN5YiaWeBnrBGN/wm0werz+jRwbywzFYTXgP3AVOC5MO3zCeB8rJrZ9iLyZ9+VxhhPU+aHsfoJ96Nq+qEvReQHYAWQDxwFXIvVzHhSmPJXJ//RjLVmNr706NEj1llQURKtsvZv6gnWHNQqepx6XfvfRAFrep6UtJYxyE1wqjUzzt8X8vbBlLV/E2OA/N27Qj6Wii2nXtfhNmDAAB588EHuvvtuNm/ezIUXXkjr1q3ZtGkTc+bM4cYbb2Ts2LEAXH/99bz11lucffbZZGZmsmHDBmbOnMmAAcFN/JGcnMwjjzzCNddcw7Bhw7jyyivZvXs3Tz/9NH379q117uCUlJSQz+vuu+9m9uzZXHLJJfz9738nIyODF154gYqKCiZNikpI4OWImlljzPfGmDOMMR2NMSnGmF7GmNuNMftjnbe6GGPEGNPaGHO9MaYyTLs9wn4eAfwvwKMubwCDgHFYg2GdDbwMHGuPGh1x/pPS78/L1fnrQmCMoaw4dhNbf/TRRzE7toquaJV1oFogrZmNLqde166KmpMZNPXpeaoHs6HXzAZT1r7BbMuMtgDk7dpRo2WVatqcel1Hwl133cXbb79NQkICEyZMYOzYsbz33nuceeaZnH/++d50Z511Fk888QTr1q3j9ttv56uvvuL999+nZ8+eQR/LM7BTeXk5d955Jy+++KJ38Ke2bdsG3Ca/AZ8FXbp0YdmyZZxxxhlMnjyZe+65h549e7JkyRKGDBkS8v4ao0mOZqycQ0QOBVYFO5rx5D9egNvlIjE52ftD4tapr5Pq04Fe1e6DZ59gzbLFjLj9zpiMLFlcXEzLlk231kKFT7TKujBnLy/dMgqwfjgX5+9DJIExs95FotjMycmcel1/8cb/+PqdN6ot+/O/n6ZLv5CmT4+qeU8+zLpvrN5V3Q88hCv/9WhI2wdT1nt/28yMO/4CwKDjTmT9N18C8MeHnqDbwHrHilRNRDiu6/pGrVVNQ20DTEVKuEcz1m96FTdclRW4XS4AOvbq612+d+vm2GQoDm1Y8TUYw5pli2Ny/FGjRsXkuCr6olXWvk09W3foCIAxbkr26yBQ0eLU67oiQKuApl4zW+ZTM1vSgNGMgylr3+5APQ+qukmdvWljoOSqiXLqde1EmzdvjnUWGkWD2SZARDJFJFdEQqpeFJGvRSS026pxrKLU5wvy4EO8/8/etCEW2Yk7rspKyu3BP3bH6D2bPXt2TI6roi9aZe37w9n3JlfOtt+icnzl3Os6UBN3/64wTU1jRzMOpqx9mxl36tOPFHv6EP2uji9Ova6dKNg+uU1VXAezInKiiIy354yNS/bowhOAZxrQh/cR4FYR6Rr+nDU9FeVVX5Dtu/cirXUbIHaBWbwpK6r68yrcu4figtB/yDTWiBEjon5MFRvRKmvfgKL7gQd7/68/nKPHqde1K8DgY+VNPJj1rZktKy7CVVmz329dgilr32A2OTWNTvYcnvpdHV+cel070fr162OdhUaJ62AWOBFrip22Mc5HY4wADgReasC2c4EC4Jaw5qiJ8q2ZTW7Rgs52vyT90Roc/2aX2Zuj3+Rr3rx5UT+mio1olbVvM+N2XbuR1saapF0/F6LHqde150ZKgk9fs6bezNh3ACgg5JuawZS1b+10cotUbx/ivVs346oM11iWKtKcel070aBBg2KdhUaJ92A2aCKSICLBzwgcPdcAXxhjas48XA9jjBt4C7haRCTsOWtifO/2JrVo4f2CzNm2NeBUAKq60v3VK/5j8WN/3LhxUT+mio1olbVvzWxSixZ07qu1QNHm1OvacyPFcwMFmn7NbI1gNsSmxsGUtW/T/+TUqhvProoKcrcHN1+mij2nXtdOtG3btlhnoVHiNpgVkfHAY/bLTSJi7Edfe70RkWdF5E8ishoow5pKBhEZKyJfikiOiJSIyHcicmktx/mziCwXkWIRyRORpSJypl+aP4jI5yJSJCKFIjLfHqW3vnNItfO0sKHHBj4B+lA15U6zVa3pUotUOvcbCFiDvez9bUusshU3Sv1rZmPwY//KK6+M+jFVbESrrKv9cE6pusmVu32b3uSKEqde154bKS3tLi/QtGtmjdvtHTfBoyTEuWaDKeua39VV/fFi0SJINUy4rmudNaXpa9++fVSPF+6/ibgNZoF3gNfs/48BrrIfe3zSnA5Mxpof9W/AZnv534AfgPux5kytBN4UkXN9DyAiD2DNvVphp30A2Grv15PmKmA+sB+4E5gIHAIs8wTWdTgaSAG+918RzLFt39nPJ9VzrLhX6fuj1afpEmgtTDBqBLObo/+erVy5MurHVLERrbL2bWaclNJCb3LFgFOva08w26JVuncaqKZ8AyVQrXGozYyDKWv/Zsbtu/ckMTkZgN2bskI6noqdcFzXCQkJuFwuDWibuJKS6N2EM8bgcrkIZ4PSpLDtKcqMMT+LyPfAlcC7xpjNAZIdCBxmjPnFb/kBxhhvyYnIs1gB5d+xAlNEZCBWEDkHuNRu0utJL/ZzOvAf4P+MMTf6rJ8BrMUKlL3LAzjIft7kuzCYY/u8D9tFpBwrgG7W/JsZZ3TpSouWrSgrLiJbvyDr5d/MOG/nDsqKi2nhwPkhVfNRLZht0YLO/armrcvevIFug3ReSxUZlfYAUEkpKaSkplFWXER5E66Z9W9iDFAcYs1sMDzf1SIJJCYnIyJ06tOPXVnr+G3lT2E/nmq6WrRoQUlJCdnZ2XTu3DmsAYyKP5WVlWRnZ+NyuWjXrl3Y9hu3wWyQlgQIZPELZNsBicDnWIGxx4VYNdf/8g0m7e09t5h+jzX41Gsi0tEniQv4Bjitnvx1sJ/z/JYHc2xfeUDHAMublQq/mlkRoXPf/mz9ZSW7N2rNbH1Ki2rOu7lny0Z6Hjw4ank47LDDonYsFVvRKutqfWZTUmiV0ZaUtJaUlxRri40ocep17fnbS0pJITk1lbLioiY9NU/AYLawIKR9BFPWnvcgObWFN3gZeMzx7MpaR86239jz22Y69e4b0nFV9IXjuu7SpQtlZWXk5uaSn59PYmKiBrRNUGVlJfkNmKorWMYY3G43lfYAcC1btgxrMBvPzYyDsSnQQhE5z56jtRTIxWqafDOQ4ZNsAOAGagTDPjzDf31q78P3cSbQOch8+l/ZwRzbf/tm34aj0m9QCYAuA6wiyN6ykYK9ewJupyyeZsae5nAA29asjmoeXnvttfoTqWYhWmVd/SZXCyQhwTsIlI5oHB1Ova49rQKSUlqQnGrNpdqUB4AqKy6qsSzUmtlgytpTM5vcomrMzYNOOtX7/1+XLQ7pmCo2wnFdJyQk0Lt3b9q2bUtKSooGsk3UmjVrIrp/ESEpKYnWrVvTo0cPevfuTVJS+OpTm3vNbI32PiJyCvAesBRrSpudWP1SrwH+GOL+PVHBVcCuAOvrG4M+x35uBzRmKLG2wN5GbB8Xqg0qkWJ9SR504qmsmPcOGMPqxQs54VJnDkQSDE8z44xOXUhMTiZn22+sWbaY4y7KjNoXzKRJk6JyHBV70SprT+2YSAIJidZXWpcBg9i2ZhW7N21g366dtO3aLSp5cSqnXte+NbMpqdZ3UlMeAKq8uGbNbEmIfWaDKWvPDSbfYDajc1e6HXAQO9f9yq9fLuXkK0dqYNPEheu6TkhIoFs3/Qxuyvr3719/oiYs3mtmG1IbeQlQCpxljJlmjPnQGBNoNOENWO9PXX1RPbf9s40xCwM8FteTl1/t534NODYAItIDaxCpyN5WaQKqDSrhqZntP5DOfa2BoFYt/gTjdgfcVlXVzKa2bs0hp1rjiOVu3xrV2qt4noS9vKSYHz+aT86232KdlbgQrbL21o61qGrSOHj4GdZKY/j+w/eikg8ni+frujEqKyoASExOISXNGntgf15uLLNUpzKfQV7S21mjl4ZaMxtMWVfVzLaotvzgk4YBULAnmx3rfq2xnWpanHpdO1G8l3W8B7OeNjNtQ9jGhRUEe2c5t0cdvtAv3btYTX3vF5Fq75PPIEwfAQXAOBFJ9j+QiHSqJy/fAeXAMQ04tsfR9vOX9Rwr7lXYP1oTEhNJTKp6uw873ZqtqGBPNltW6eAStfEGs+mtOcj+UQGwZtlnUctDPE/CvuL9d1k07XnefWyijswYhGiVdVVTzxTvso69+tDn8CMBWPXZJ5QW7Q+4rQqPeL6uG8P3b6/7AdZ4jns2byRvZ8jTxkeFb5/Ztl27A6GPZhxMWXtuPCelplZbfsDxJ3u7ufz08fyQjquiz6nXtRPFe1nHezDrmZbmIRG5SkSuEJFW9WwzH2gJLBCR0SJyP9ZgTdWGwzXGZAEPARcBn4vIP0TkL/ZIxZPsNAVYfW1PAb4XkXtE5EYReVBEfsCaTqdWxphS4GPgjFCP7eP3wG9YUw01a567vUkp1e/2HnTyMJKSrR+y+gVZO08z49RW6bTp2Ileh1iDO/z6xVLcLldU8pCZmRmV40SCZ0qJfbt2UrAnO8a5afqiVdaepp7+tUDHnHshYH1u/LxwQVTy4lTxfF03lDGm6m8vJYWDT64a7/GXzxfHJlP1qB7MWs0+i/PzQ7o5F0xZB+ozC9CqbTsGDT0RgDVfLGHvVp06qylz4nXtVPFe1nEdzBpjvgXuA4YA07Hmna2zNtQY8ylwHdAVeAprBOM7sabB8U97P3AtkIYVXP4L6AMs8kkzC/gdsB24A3gauAL4EfhvEKcxDTheRHqFemy71vYS4JVaRjluVipK7X44fnd7U1ulc+CJ1uASWd9+zbY1q6Ket3jgWzMLcPAp1o+von15rPt6WVTyMH369KgcJxLyd1d1i9+xXpvI1SdaZe3pn+e5oeXRZ8hRdOjZG4Bv571TY2oqFT7xfF03lKuyEuyv3aSUFnTo2Ysu/a05jtcs+6xJtt4oK65ZM1tZXkbezh1B7yOYsg7UZ9bjxMv+hEgCGMOXs18N+rgq+px4XTtVvJd1XAezAMaYB40xPY0xicYY8cw3a///L7VsM80Yc4AxJtUYc7AxZroxZrwxpsZoBMaY/xpjjrLTtjfGDPfvY2uMWWyMOdsY09YYk2aMGWiMucYY853//gJ4D1hPgPlogzj2+VhNrJ8L4jhxz9Oky78GBuDEzD96a2w/m/4ybnd0ahrjhdvtotQeydITzB54wsmktW4DwOevvVJtipNIeeKJJyJ+jEgwxlQPZtc2+y7qjRatsvbtM+tLRDjhUmtMv9LCAr58S384R0q8XteN4aqo+rxMTLa6vXhqZ/N372qSfUI9NbPJLVIZeMzx3uU/fvx+0PsIpqxr6zML0KFnLw451Xqf1i//skm+T8rixOvaqeK9rOM+mI13xhgXcD9wq4ikh7j5ncCzxpid4c9Z0+P9gkyp+QXZpmNnjj3/EgCyN2/g50+0WaGvsuJiby1CWrr1Z5aS1pITM/8MQMGe3fywIPJ9Js4666yIHyMSivJyqfT58bpjnQaz9YlWWftOj+LvgONPouch1jzKP340X5s1Rki8XteNUX1+Y+tv76CTTvX2Cf3mndebXO2sJ5ht0bIlHXr2ovdhRwCwevHCgHPQBhJMWVfNM1uzZhbghEuv9I48vuD5p6rNVKCaDide104V72WtwWwTYIx5w655DakdnDHmBGPMPyOVr6amtkElPI49/2Jad7BamS/531R26xyTXp4mxgAtWlXdMzn8d2fRvofVwv3rd94gb1fwzc0aYvv2pjkwSn327a5+v2jPlk3VRtdWNUWrrCtq6TMLVu3s6aNuQiQB43bzwTOP6w/nCIjX67oxPDdRoGrwsVZt23kH19v043d8N//dWGStVp7RjD0jLx95tjWCaXlJCauXfhrUPoIp67qaGYM1Tc+Jl1mtJvJ2bGPJzGB6ZKloc+J17VTxXtYazKq4UVFe9xdkcotU/nDrGEQSqKwoZ97khynxCeKczDeY9TQzBmtk6OFXXw9Yd+3nPvZgtX5V4ZaXlxexfUdSfvbuaq+N282uDetilJv4EK2yriyrOZqxr059+nH0eRcC1k2IT156tsnVmMW7eL2uG6N6zWzV397p19xERucuAHw+azpbf1kZ9bzVxlP7mtLSCmb7H3UMbTpZeV3+7pvsz82pdx/1lbUxptYBoHwde8El9DjImn3wp4/n8/Oij+o/ARVVTryunSrey1qDWRU3Kktr74fj0evQwzn5yqsBq9/SmxPupmhffF+k4eA7+I1vMAvQ74ijGXrBpQDkbPuNeZMfpry0hEg49dRTI7LfSPOvmQW0r1c9olXWnqAiUDNjj1OuHOkdvXvNssUs+d//6ZzUYRSv13VjBGpmDNaAhOf97U4SEpNwu1zMeeRf7MxaG4ss1lBmj5vgqZlNSEjkuAsvA2B/bg5zHv1XvZ/99ZV1ZUW5t0tLXd/VCQmJ/OHWf5BqtxT65OVnWfvV58GdiIoKJ17XThXvZa3BrAOJSAsReUREdohIiYh8IyK/D3LbHiIyW0T2iUiBiMwVkf6RzjPU33TJ49jzL/E29drz22beGH8ne37bHOnsNWnVa2Zrds0+6Yqr6H/UsQBs+fkH3hh/V1B36UM1ZcqUsO8zGvbtsoLZ1h060baLNaXFlp+b/WxYjRKtsq4IMM+sv4TERM4bcxdtOnUG4Lv5c/ng2Se0yXGYxOt13RjVgtnk6tPMdx14AGfd/DcQoaK0hLcn3c+mH4MZDzKyyu1WNy3sYBbgsN+dxeG/OxuA7E0beHPiPRTm7K11H/WVtW/3i9r6zHpkdO7CxXdPsL7TjWH+04/xzZzZeqOpiXDide1U8V7WGsw603Tg78CrwN8AF/CBiJxc10b2AFWfAcOw5rt9ADgSWCIiHSKZYfBtZlz73V6w+sn94S9/59Dh1vS9eTt38Oq4MXz73ttUVlREOptNkm8wm+ZXMwvWXfJz//ZP+h5xNGD9qJk+9hZ+XvRRWH9YPPnkk2HbVzTlZ1sjGbft0pV+Rx4DwNZfVrL911+C2t6JzVqjVda1zTPrr2WbDC5/4N+0694TgF+/WML/7vybDuYVBpMnT451FqKutmbGHoecchq/v/5WAMqKinjn3+NZ+up/gx5oKRLK/frMgvV9+bvrbqaf/dm/K2sd/7vrb6z7elnAz63J9VzXnmb/UP+NZ4Bugw7kgjvuJSmlBca4Wfb6K7z98APkbN8a1DlFjQM/w+sra9V8xPtnuAazDiMiQ7Hmwb3bGHOHMeYl4HRgC/BoPZvfAgwCzjPGPGqMmQycCXQD/hHBbAM+A0DV86MVrODsrJtu44RLr0QkAVdFBUtf/S/T/nYj33/4nuP60vo2M/YdAMpXSmoaF95xH4efYd2lLysq4pOXnmHGHX9h9ZJFja7FWrhxIUkHJ7Fw48L6Ezcx++xpeTK6dOXYCy7xzmm67I1X6g1UF25cSNpDaXF53g0VzbKu6jNb/+dCm06duWLCI/Q46FAA8nZu57X77mDOIxP4bdXPWiPUQCNGjIh1FqKussJ3AKjAf3uHn3E259x2h7fm8dv33ub//no938yZHZPuL1V9ZtOqLU9ITOT8sfcy5Pd/AKCkIJ95k//Nm/8ax8Yfvq2a6m7hQkYkJcHC2q9r3++J+m4wefQ57Aj++ODj1Vq9vHLHX1jw/FNNYyDHhQshLa3O8252gihr1XzE+2e4OLHGwMlE5FGsWtn2xpgCn+V3Y9W29jbGBLwlKiLLAYwxQ/2WfwQMMMYMbEB+DgVWrVq1ikMPPbTWdMYYJv/xAozbzdALL+OUK0cGfYzta9fw0fNPkbezarS2xORk+hx2BP2OOIauAw+gQ6/eAaf8aS4+m/4S33/4Hilpafx1+pv1ps9a8Q2Lpj3Pfp/mZsmpafQ/6lj6HHYE3Q88mHZdu5OQmBjU8Y0xHPvysXy38zuO6XYMy29YjkiNaZ2bpPKSYp4ZlQnAyVdczXEXZbL4lf/zjlR68hVXc8RZ59KiZasa28bzeTdUNM/ZGMOTV1hfwsdfciUnZf4pqO3cbhcr5s3hy9kzcVVWepe37tiJAUcfR+/DhtCl3wBad+jU7MtLNczarz7n/aceAWDk41Po2KtPrWlztm/lw2efZPfG9d5lCYlJ9B58OP2OPIZuAw+kY+8+QdVkNpQxhievPB+M4fiLL+eky68KmO6XpZ/y2Sv/R2mh9+cB6e3a0/+oY+n96ht0/v4H2h50CLJ8OQS4NnZmrWXWPda97Qv/eR8Djj4u6DyWFu1n6av/ZeWnH1erCe3QszcDjjmO7gccRJf+g0hv1z7ofTaaMXDssfDdd3DMMVDLeTcrTjxn1aSsXr2awYMHAww2xqyuL31S5LOkmpgjgXW+gaxtuf18BFAjmBWRBOBwYFqAfS4HzhSR1saYiFR5ul2V3lqTUL/wexx4MCMfn8IvSz/lmzlvkJ+9G1dFBRu//5aN338LgCQk0L57Tzr06EV6+w60atee9HbtSU1vTUpqGsmpqSSnppGSmkpyaioJiYlIQiIJiQmIJDT5H7yeZsb+gz/VZuAxx9F78OH89PEHrHh/DsX5+6goLWHtl0tZ++VSwPox1r57Dzr07E3rjp1omdGWVhltSWuTYb1fLaxHSmoqi7Yt5qftP5AwV/juwhV8sP4Dzj3g3Iidbzh5amXBqpkFGHrhZfy86CMqSktY9vorfPnmq7Tt2p0OPXrRoWcvWnfoRErLlvyUt5o9GzbQOTGddb+t5L0f3+bsA/9AQlISiYlJSELT/9sJ1fz18/lu53cwB1ZcFNmy9p37t64+s/4SEhIZesGlHHjCySyf+xarFy/EVVlJ4d49/PjR+/z40fuA1RyzY68+tOveg/R27WmZ0Y5WbdvRolUr+7Mgzfs3ntSiBQkJifZnQ/Mr17qMHDmSGTNmxDobUVW9z2zdf3sdevTiTw89wbpvvuTrt19j79YtuF2VbP7pezb/9D0AIgm07dadjj17B/gOSiUlraX9PWR9riYmJiGJwX8HVZSVegNE32bG/g459XT6HXUsX7/1Gis//ZiKslL25+Xy86KP+LlrWzjnNFIqKuh0241kHHgQ6e07WPlt246Ulq284wsAJLdIq/U4gaS2SufMG//KkN+fw9dvv86GFd9gjJucbb+Rs+03b7r09h2s750OHUlv35HW7TuQmp5OSlpL+5FmvV8tWpCQmERCYgIJiYkkJCaFfl3On28FdQArVsAHH8C58fHd1WD2OY8EZjjlnB0u3j/DtWbWYURkFbDbGPM7v+WHAKuB0caYFwNs1xHYA9xvjJnot+4WYApwkDGm1mEbRaQz0Mlv8QBg7gNXXED39u1qzbcxxltLOPzq6zn63AtrTVsX43az9ZeVrFm2mE0/rAhbU6+ExEQSEqwfsQmJiUhiItW+Mu0v0EBfpNWW+fxfAizz7sd370F8N5cUFFBZXkbnvgO46pGn69/AR2VFBZt+XMGvXyxly8/fU1ZUFNL2gRgMiYlJ1d8zTwDg+x7U8sOj3vfMb3n1NKG9d66KCorz9wHwp4eepOvAAwDY9MMKFk17vsa0PSERIdHzI8s3ABI7n/b7IT7nIL7Pvut8/zZiGEft2r+Lclc5uA0kCCmJKXRN7xqRY/l+Lpw26kaO+sP5DdpPSWEBa7/8nHVfL2P72jW4XZX1b1QPkQQr0PDc9EpIICEhMXx/337rGvM33lhut5uEBGf1WqooLfXeJLzp+Rmktw9u2AhjDDvWruGXpZ+y8YdvwzbQnudz1HtDxfMdJOL9e/J8jp1x/a3eJsV1KSsu5tcvlpD17Vds/fE7XCEGgn986Am6DTwwxDOpUrAnmzXLFrPumy/IDlNzY+91mZjovaFY9dnpTWQ/CeTkQGWldSNABElKgo4da90m4HUYb/e1du6C8nLcGBIQSEmBbpH5DFdNg9vt5oxrb2bgscfHOiuA1syq+qUBZQGWl/qsr207Gritxy1Yg0bVUJSXR6E7uB+Qv2RtxLV8OR999BH/+Mc/GDVqFLNnz2bEiBHMmzePcePGceWVV7JypTW/32GHHcZrr73GpEmTOP+CC5g3bx5j//UQ/502jcn/nsSRBwxi18b17N+zmxbGTWHuXhJCvMnjdrlwu1whbRMLq7OsHwQjR45k8uTJTJ06laFDh1JSUsKGDRu48MILmThxIi+88IL3/fzLX//Kfffdx2/J6Qy4dCSmqJDVK77hsIED+OrThfTs0J592btJCOELW5C4ec+8JIFl331P79x93r+9j3cX8Mi4CTz1rwcYftyxrP/5JxIrK4Ag/36MwVVZWa2pa7xrRSKtPB8FLqACCkv3RPy4b819jzaDDmHp0qW0a9eOHj16hPQZMXvJF0ya9DAXjDiPZ/89iUcnPMA5w4excvnXpCVAeXFRSIPAGOPGVekGmk/ZqpqSUlpw/4R/cctf/xrU394999zDlVdeyZ709qSffCZDenZnwdtvcsaJJ/DBW28wqFdPsrdvIynEAMi43bjcblzUP8jhkq+/YadLSEtLY/ny5Vx33XWMGTOGGTNmePM5ZswYbr31Vr7bupN2RS6Oe2cBn2a0IbFdG3LbtuGIjDZsatuGli1SAn6OGxHadu3u3V9mZibTp0/niSee4KyzzmL79u3k5eVx6qmnMmXKFCZPnuxN6/1+mj6DoUOH0mn4H8jv9isnDjmc2dOnctIRh7Ni2ed069CO/fvyQooVvddlZSWVAX/O+ElKtB6+mvt0f8mJkOz3c25v5D/DVWxVlJcxevRo7rvvPt59910GDBgQ1GdEQ79zPb/LA31GDBo0KKS8a82swzTVmtkX7vknfbp3qzf/bbt249jzLyYxKbnetI1RXlLM/rxcyoqLqCgtpby0lIrSEspLSqgoK8W43VYw5nbhdrkxbpf92o1xuXD5frl7rzHjs8j4L8JUe2Gqb+qTuNo1G8Llm5KWxpFnn0e7bj2C3yhIxhjKS4op2rePksICKspKrUdpKRMW3s+uvO0kGiEhL4GEtpBgEuie3o2Rh43EuF3W++l2Ydy+JxTg/aq+OOB75vffoPZTL4GBxxwf1F3LyvJyigvyufCVEWzevZ4WrkRS3cmkupNIMgn0ad2bvx5zqzeYd1VW4q6s8J67wYDx5NVY5+LzN2SMvd5KZK/y+duI2Ue6Yd66eeQU51r52Q+kAwgdWnZgxAHnEakqinbdunPMiIsi+rngdrsoLSykaF8eZSXFVJRW/Y17/u+5/t1uv88E+3Oi+o/+hv9913wZhr/xRti1exdduziw5kZg0NATQuoXGqzy0hKK8nIpKyqivLSU8tKS4L6DXNbnqcvlsv9Iqn9mtO/ek6PPucCqkQyGp//k99+DMSzBms4AETj6aMzXX1NcWEBx/j7KSoopLy6mrKSYrv0HRuS7xp+rssK6JoutY5eXllBeUkxZcTGV5WXV35PKSu/75HK57GvV5T3Nav8xBt5+G/bu8buMBNOpI1x4EVWfu551dX/HN30G5s2DHOszfBdgXdUCHTvAeZH7DFextWv3Ls780yi6H3BQrLMCaM2sqt9OINA3jCeS3FHLdrlYtbKBIs76tgXAGJMNZPsuE5EUgK7HnkivgcGNH/Xr2nVBpQsbSYK0dEhLJ6ldfF80O3L3sSN3X+QPlJgCLVNYnP09s/cuq1q+D8iw/79/Hce0y2RY32GRz08YlGF9wAZj8ebFfLbhm4DrluVt5sTkyxk2KD7OO1iLNy/mudWfgSeeLAA8PQcq4NA+l0S0rKP+uZCcaj3SrVOO7O21pm3LsmX0OrnOmd2arVKC/1xoMEkM63fQL2tCmI5q8eKqPqPAr0BHsCK4FSvgxRdhmM913aIltGgZve8af/Z1mdimPcENT1iLxYvho89qXz/i0urn3RwsXgwLqs55C9DLd/15lzS/c1aA9RmeV+EiL9KfZUHKysry/DeowTC0ZtZhROQxYAw1RzMeBzxE3aMZfwuYAKMZf4w1mvGABuTnKuCVULdTSimllFJKNVsXGGPeqy9RPFcyqYZ5CxgL3Ag8DiAiLYBrgG88gayI9AZaGmN+9dv23yJyjDFmhZ3uQKx5ah9vYH481SmXYt30Vc3XAGAucAHQBCYPVBGkZe0cWtbOoWXtHFrWztEUyzoFq2HAkmASazDrMMaYb0TkTeBhuw9rFjAS6Atc55P0FayuMb4dJJ4DbgDmi8jjQAXWnLW7gScamKX99vOvwbSLV/HLZ4TWDVrWzZuWtXNoWTuHlrVzaFk7RxMu6x+CTajBrDNdDUwErsLq1fYzcJ4xZmldGxljCkVkODAZuBdIABYDY4wxOtSdUkoppZRSKmo0mHUgY0wpcIf9qC3N8FqWbwMui0zOlFJKKaWUUio4zprlXCmllFJKKaVUs6DBrIq1PcAE+1k1b1rWzqFl7Rxa1s6hZe0cWtbOEfdlrVPzKKWUUkoppZSKO1ozq5RSSimllFIq7mgwq5RSSimllFIq7mgwq5RSSimllFIq7mgwq5RSSimllFIq7mgwq5RSSimllFIq7mgwq5RSSimllFIq7mgwq5RSSimllFIq7mgwq5RSSimllFIq7mgwq5RSSimllFIq7mgwq5RSSimllFIq7mgwq5RSSimllFIq7mgwq5RSSimllFIq7mgwq5RSSimllFIq7mgwq5RSSimllFIq7mgwq5RSSimllFIq7mgwq5RSSimllFIq7iTFOgPK2UQkAxgGbAXKY5wdpZRSSimlVOykAL2AJcaY/PoSazCrYm0YMDfWmVBKKaWUUko1GRcA79WXSINZFWtbAd59910GDhwY67woFVPGGDAGg7EX+CyvSmUv89sWvwX1HyzE9KElb8AGIecp1FMINU+h7z90kS43E+mTaMD+I5+nyG4QcpmFfogGvEeRvp6hZdu2JCQkhr6hUkqFICsriwsvvBDsGKE+GsyqWCsHGDhwIIceemis86IibOTIkcyYMSPW2YgZYwy7N2ax4btvyN60gYI92ZTuL6SyvNx6VGhLe6VU09ShZ28W79nP9FdeiXVWVBQ4/fvaSZpwWQf1o0iDWaVU1EyePDnWWYiZgr3ZzH/6MXasWxPrrCilVMhytv3GbTf+NdbZUFHi5O9rp4n3stZgVikVNVOnTuWOO+6IdTaibusvK3nviUmU7i/0Lmvfoxdtu3ajZZu2JKWk2I8WJCTYg8yL58nzH/FuKz7/911XY3mYhbL/xUuWMHz48NCPEfIGoW0R+nsU6v5D3X1k89OwQ4S2wcKFC/n9Gb+P2P5D/7NuyHsU4jYRzlOk8yMhbGAwLJ7xMuUlJXw6+zWO+t1ZoR1MxSWnfl87UbyXtQazSqmoGTp0aKyzEHVlxUW8/9Qj3kB2yO/PYeiFl9GmY6cY5yyyijM6cuywYbHOhoqCgtTWHKFl3axtX7Oa1UsWkVCQR2nRflJbpcc6SyrCnPh97VTxXtY6z6xSKmpKSkpinYWo++qt1yjO3wfA6deO5ozrb2n2gSw4s6ydSsu6+Tvo5OEAGLeL9d98GdvMqKjQ69o54r2stWZWKRU1GzZs8P6/vLSEnG2/UVpYSMn+Qkr3F1JRVmaN5usZ1dfzf6qWxRO3y8UPC+YB0OOgQznizHNjnKPo8S1r1bxpWTd/vQcfTqu27Sjal8eaZYs57PQzY50lFWF6XTtHvJe1BrNKqai58MILyfr2a7597212bViH2+WKdZaiQiSB06+5KeJ9WpsSe1h95QBa1s1fQkIiBxx/Mj8smMe2NauorKggKTk51tlSERSu69rtdrN7927Kyspwu91h2acKr+HDh7Nx48aIHkNESE5Opk2bNrRu3Tqsv4c0mHUYERkOfFbL6hOMMV/Xse144IEAq8qMMamNyVdFWRkVpaWN2YVqwtxuFzvX/cqMxx8mvaIR5SwS0sAlTUFiUhJDL7qMzn37xzorUTVx4kReeOGFWGdDRYGWtTN0HTAIAON2k7dzO516941thlREheO6drvd/Pbbb5SUlJCYmEhiYqKjburGi0jfZDDG4HK5KC0tpbCwkJYtW9KjRw+SksIThmow61z/Ab71W5YV5LY3A/t9Xje6eu3VcWPomtG6sbtRTZxnyJDUVukcMux39DjoENLbdSA1vTWp6ekkp6YikoCIVZuJ2KNuiugXYJzR4MY5tKydoUOvPt7/52zdosFsMxeO63r37t2UlJTQvn17OnfurN/jDldZWUl2djb5+fnk5eXRqVN4xg/RYLaRRGQ6MNwY07eB215qjInFsICfG2PeauC2bxlj9oY1N8oRjIFDThnOsKuuo1XbdrHOjoqgESNGMG/evFhnQ0WBlrUztO/RE2OsqZL2bv0t1tlRERaO67qsrIzExEQNZJu49evXM2jQoIgfJykpiW7durF//37279+vwWxdRCQTeAO42Bgzx2/dT8DhwOnGmM/81v0GbDPGnBi1zAZBRFoC/wQWG2MWh3G/rYESY0xl6JtKG6DQmPCMyHP0eRcxoHevcOxKNVFtu3Sj92FDaNGyVayzoqJAgxvn0LJ2huSUFrTr1o19u3aSs21LrLOjIiwc17Xb7damxXEgGoGsh4iQmJhImMIHoJkGs8Ay+/lkwBvM2gHYYKASOAmfvqMi0gvoBbwe4rFuIPJTHLWkqq/q4jDt879YrT5dIvI5cIcxZkWQ2260ty0SkXeBfxhjdjcmM4ed9nsOPfTQxuxCxYHRo0drk0SH0LJ2Di1r59iWk0c6sHerBrPNXbiuaw1km74tW7bQp0+f+hOGSbj/JpplMGuM2SEim7CCWV8nAAK8GWCd5/UyQmCMqWhQJmOnHHgb+ADYCxwCjAU+F5ETjTE/1LFtHvAs8BVQBpwC3AoMFZFjjDEFdR1YRDoD/m0KBjToLFRcuu+++2KdBRUlWtbOoWXtHEOHncYvCz9k3+5dVJSXkZzSItZZUhGi17VzdOvWLdZZaJRI1yjG0jLgSBFJ81l2ErAa+BA4XkQS/NYZ4AvPAhH5s4h8JyIlIpIrIq/bNbj4pJkuIpv9lnUQkf+JSIGI7BORGSIyRESMiIzyz6iI9BCRd0Vkv4jsEZHHRSTRXtcX2GMnfcDeh7FHFg6ZMeZLY8ylxphpxpj3jDH/Bo63z/3herZ92hjzV2PMLGPM28aY24GRwCDgliAOfwuwyu8xF2DZsmUsWbKExx57jNzcXEaOHAlYfTYAxowZQ1ZWFtOmTWPOnDksX76ciRMnUlxcTGZmZrW048aNY+XKlcyaNYtZs2axcuVKxo0bVy1NZmYmxcXFTJw4keXLlzNnzhymTZtGVlYWY8aMqZZ25MiR5Obm8thjj7FkyRIWLFjAlClT2L59O6NHj66WdvTo0Wzfvp0pU6awYMECPSe/c3r33Xeb3Tk1x3IKxzndeeedze6cmmM5heOcLr/88mZ3Ts2xnMJxTms2231ljeHqSy9pFufUHMspHOf01FNPNfqcli2z6oe2bNlCeXm5d/CfwsJCdu3aRWVlJZs2bQKsfpsAW7dupbS0lL1795KXl0dRURE7duzA5XJ550P1pN22bRvFxcXk5OSQk5NDcXEx27Ztq5Zmw4YNuFwuduzYQVFREXl5eezdu5fS0lK2bt1aLe2mTZuorKxk165dFBYWkp+fT3Z2NuXl5WzZsqVaWj2nhp9TZWUlK1eurPVvz7MuWBLONstNiYjcCLwInObpZyoii7BG7H3Ufh5ijPnZXvcD0MIYc4j9+h5gIjAbWIJVo/hXrFF8jzTG7LPTTcdnACg7QF4GDAWeB34FLgA6A0OAa4wx0322vRzYAHyDNbrwGcAlwC3GmOdFpBVwlb2vOcA79in+7Ml7mN6v14CLgZbGmJBGJxaRncBqY8wZ9aSrrWZ27qpVq7SZsQMsWLCAs88+O9bZUFGgZe0cWtbO8e6smWyYa/XG+sOtf+eQU0+PcY5UpITjuvbMXdq/v7Ompos3+fn5ZGRkhLyd2+3mxRdf5MUXX2Tt2rW0bNmSIUOGMHnyZIYMGVLrdvX9XaxevZrBgwcDDDbGrK4vH82ymbHNt9/sYhFJAo4DZhhjNojIbnvdz/ZASIcB0wBEpA8wAbjXGDPJs0MReQf4AauG0bvcz4VYzZlvN8Y8bW/3PPBJLelTgTeMMRPt1y+IyPfAdcDzxpgiEXkLK5j92RgzM8T3IVhbgRSgFVBnc+Fatm1fXyJjTDaQ7btM+1I4S1paWv2JVLOgZe0cWtbOkdG1OwmJibhdLu0328zpde0cCQkNa6h77bXX8uqrr3L11Vfzl7/8haKiIn744Qeys7Pr3ziMmnMz4zVADlV9YYdgBWpf2q+/xGpaDFbwmUhVAHwx1nszW0Q6eh7ALmA9cFodxz0bqABe9iwwxriBKXVs49/D/nMg2rex+gOlVJ8/tl5iRaN9qWoKrVStli9fHussqCjRsnYOLWvnWPHdd7Tt2h3QQaCaO72u40tpaSlut7tB2xYVFYW8zezZs5kxYwazZ89m6tSpXH/99fztb39j+vTp/P73v29QPhqq2Qaz9pQxX1LVN/YkINsYk2Un8Q1mPc+eYHYQ1kBR67GCNN/HwVhNhmvTB9hpjCn2W54VKDFQaozxDwTzgIhMwikiNSZ1EpEhwPnAx3bgjYj0FpGD6tsWuBmr6fCCCGRXNTPXXXddrLOgokTL2jm0rJ3juuuuo0v/gQD8tuonSgpDbcil4oVe13UbP348IkJWVhajRo2ibdu2ZGRkcM0111Bc7B8CwMyZMzn66KNJS0ujffv2XHHFFd7+rR59+/Zl1KhRNbYdPnw4w4cP975evHgxIsLrr7/OvffeS48ePWjZsiUFBdb1+Oabb3qP1bFjR/785z+zffv2avscNWoU6enpbN++nZtuuon09HQ6derE2LFjcbnq72345JNPMnToUC666CLcbneDAuJwabbBrG0ZkIHVhPgkqmplsf/fR0R6YNXe7jDGbLTXJWANiHQ28PsAj5vCmMeQ+qeGwRsiMl9E7hGRG0RkMtZ7UQzc5ZPuFazabV9bROS/IvJ3EblFRGZhjW78I1b/ZKXq5BlAQjV/WtbOoWXtHGPGjGHwcKvWxVVRwcpPP45xjlSk6HUdnMzMTAoLC3n44YfJzMxk+vTpTJgwoVqahx56iKuvvppBgwbx5JNPcvvtt7No0SJOPfVU9u3b1+BjT5w4kfnz5zN27FgmTZpESkoK06dPJzMzk8TERB5++GFuuOEG3nnnHU4++eQax3K5XJx11lm0aNGCxx9/nGHDhvHEE0/w0ksv1XncgoICli9fzrHHHsu4cePIyMggPT2d/v37M3v27AafT0M15z6zUL3f7EnAUz7rvsOaXmY4Vl/aD3zWbcCqmd1kjFkX4jG3AKeJSEu/2tmBIe7HVzhH6XoX+BPwd6ANVm3zO8AEn1rr2rwKnIg1QFUq1rk+CjwUoCZaqRpmzJgR6yyoKNGydg4ta+eYMWMGxhg69OxNzrbf+PHj+Rwz4iISEhJjnTUVZnpdB+fII49k6tSp3tc5OTlMnTqVRx55BLBGCH7ggQd48MEHvaNHA1x88cUceeSRPPfcc9WWh6K0tJQVK1Z4+zdXVFRw5513MnjwYJYuXUpqaioAJ598Mueddx6TJ0+uFmiXlpZy+eWXe6dhGj16NEcddRRTp07l5ptvrvW4GzZswBjD66+/TlJSEo8++igZGRk8/fTTXHHFFbRp0yaqgwI295rZFVj9QP8E9MCnZtYYUwZ8jzVPaiuqzy/7DlaN6QPiN0KRWDrUccyPgGTgBp9tEuzjNJQnUGzbiH0AYIz5jzHmOGNMB2NMsjGmuzHmKv9A1hgz3BgjfstuMMYcaoxpY4xJMcYMMsbcZYwpbGy+lDN4hmBXzZ+WtXNoWTvHiBEjEBGOPPs8AAr37iHr269jnCsVCXpdB8czDZHHKaecQk5OjrfJ7zvvvIPb7SYzM5O9e/d6H127dmXQoEF89tlnDT72yJEjqw3UtWLFCrKzs7nlllu8gSzAueeey0EHHcT8+fMD5t8zhY4n/57Rhmuzf781vE5OTg5z587l5ptv5o9//COLFi2iQ4cOPPjggw0+p4Zo1jWzxphyEfkWOAWrFvY7vyRfAv+w/7/MZ7sNInIv1ryrfUXkXaAQ6AdcBLwEPF7LYd8FlgNPiMhArKl5zqdqtN+Qa1mNMSUi8gtwuYisA3KBVcaYVaHuS6lYmjdvXqyzoKJEy9o5tKydw1PWB59yGp/PmkFZcREfv/AfWrVtT48DD45x7lQ4RfK6/mz6S2RvqTtgiqbOffpz2qgbG7Rt7969q71u184a8iYvL482bdqwfv16jDEMGjQo4PbJyckNOi5Av379qr32zBt74IEH1kh70EEHeef99UhNTaVTp0506lQ1JE67du3Iy8ur87ieALpfv34cd9xx3uXp6emMGDGCmTNnUllZSVJSdMLMZh3M2pZhBbPf2bWxvr7ACmYLgZ98Vxhj/m0HjmOAB+zFW4GPgfdqO5gxxiUi5wJPAyMBN9b8sBPs45U28DyuB54BJmNNoTMB0GBWxZUxY8YwefLkWGdDRYGWtXNoWTuHp6xTUtMYdtV1fPzifygrLuKth+5lyBlnc+AJp9KxVx+SfWqFVHyK5HWdvWUj235pHj9hExMDN7G3xqG15mIVET788MOAadPT073/r226SpfLFXDbxk6f5Nnn1q1b6dWrV9Dbde9ujWjepUuXGus6d+5MRUUFRUVFDZq7tiGafTBrjBkHBGyMboyZg9U3trZt38FqclzX/kcFWLYXq2mzl4hcaP93m9+2gbYfD4z3W/YVcExdeVGqqbv11sa0tlfxRMvaObSsncO3rA87/UwQ+PjFZ6gsK+O7+XP5bv5cAPoOOYqL7npA+9LGsUhe1537RHv2ybpFMj8DBgzAGEO/fv044IAD6kzbrl27gANCbdmyhf79689jnz59AFi7di2nn356tXVr1671rvfnWzMbjO7du9O1a9caIyQD7Nixg9TUVFq3bh3SPhuj2QezsSAiacaYEp/XicBfgQKsfrpKOdLSpUsZOLAxY6GpeKFl7Rxa1s7hX9aHnXYmrdt1YPl7b7N19c/e5Zt/+p5dWevpfsBBgXaj4kAkr+uGNumNRxdffDF33303EyZMYObMmdVqX40x5Obm0qGDNRTPgAED+PzzzykvLyclJQWA999/n61btwYVzB5zzDF07tyZF154gWuvvZYWLVoA8OGHH7JmzRruv//+gNvt37+/Wh/bYFx++eU8/fTTfPLJJ955Zffu3cvcuXM5/fTTSUiI3rBMGsxGxjMikgZ8BbQALsYaBXicb5CrlNN4+pKo5k/L2jm0rJ0jUFn3PeJo+h5xNAV7ssla8Q2fTbdm6svP3qXBbBzT6zo8BgwYwIMPPsjdd9/N5s2bufDCC2ndujWbNm1izpw53HjjjYwdOxaA66+/nrfeeouzzz6bzMxMNmzYwMyZMxkwYEBQx0pOTuaRRx7hmmuuYdiwYVx55ZXs3r2bp59+mr59+9Y63VJtTaXrcvfddzN79mwuueQS/v73v5ORkcELL7xARUUFkyZNCnl/jdHcRzOOlU+Bg4CHgElYoxD/1RjzcCwzpVSs9ejRI9ZZUFGiZe0cWtbOUVdZt+nUmcHDf+d9XbAnOxpZUhGi13X43HXXXbz99tskJCQwYcIExo4dy3vvvceZZ57J+eef70131lln8cQTT7Bu3Tpuv/12vvrqK95//3169uwZ9LFGjRrFG2+8QXl5OXfeeScvvvgiF110EcuWLaNt27YBt/HUAoeiS5cuLFu2jDPOOIPJkydzzz330LNnT5YsWcKQIUNC3l9jiKeDsnIGERkO1DYO+AnGmDrH2BeRHliDUJ2JdTPkM2CMMaZBw9KJyKHAqlWrVnHooYc2ZBcqjkycONE7n5lq3rSsnUPL2jmCKesp1/+R0sICDjv9TM686bYo5UyFWziua88UL8E0kVWxs2PHDu+gTtFQ39/F6tWrGTx4MMBgY8zq+vanzYyd6z/At37LsgIl9BCRdKzgNQOrxrkCa7TnJSJyhDEmJxIZVc3HP/7xj/oTqWZBy9o5tKydI5iyzujUhdLCAvKzd0chRypS9Lp2jkCjEscTbWYcAyKSKSK5dnDYmP2cLSL7RSS0YcgsnxtjZvo99tazzS3AIOA8Y8yjxhhPDW03qubrVapWo0aNinUWVJRoWTuHlrVzBFPWGZ2tH8b5ezSYjWd6XTvH5s2bY52FRomrYFZEThSR8SLSNtZ5aSh7ZOMJwDPGmP2N2ZcxZgFWberdDcxLaxEJpXb+UuBbY4y3RtcY8yuwCMhsSB6Us8yePTvWWVBRomXtHFrWzhFMWXuC2cK9e3C7XZHOkooQva6dI9gBppqquApmsUYEfgBrQKV4NQI4EHgpTPt7EbhJREKd0Om/WFMFlYrIZyJS5xy2IpIAHA6sCLB6OTCgAXlQDjNixIhYZ0FFiZa1c2hZO0cwZe0JZt0uF/tztfdRvNLr2jnWr18f6yw0SrwFs0ETkQQRCW3SpOi4BvjCGFNzpuGGeRtr+p/Lgkxfbm/zN+AC4F7gMOBzETmyju3a28fZGWCdZ1mdvcdFpLOIHOr7AOL7dpAKybx582KdBRUlWtbOoWXtHMGUdZtOVf3vtN9s/NLr2jkGDRoU6yw0StwEsyIyHnjMfrlJRIz96GuvNyLyrIj8SURWA2XA2fa6sSLypYjkiEiJiHwnIpfWcpw/i8hyESkWkTwRWSoiZ/ql+YOIfC4iRSJSKCLz7cCsvnNItfO00G/5OyLyvd+yefY5ne+z7Dh72R88y4wx2cDPWIFpvYwxXxpjLjXGTDPGvGeM+TdwPGCAuqYOSrOfywKsK/VLU5tbgFV+j7kAy5YtY8mSJTz22GPk5uYycuRIoOrO4JgxY8jKymLatGnMmTOH5cuXM3HiRIqLi8nMzKyWdty4caxcuZJZs2Yxa9YsVq5cybhx46qlyczMpLi4mIkTJ7J8+XLmzJnDtGnTyMrK8s7D5Uk7cuRIcnNzeeyxx1iyZAkLFixgypQpbN++ndGjR1dLO3r0aLZv386UKVNYsGCBnpPfOY0bN67ZnVNzLKdwnNO5557b7M6pOZZTOM7pqKOOanbn1BzLKRzndMcdd9R7Trv35ePxr3F3N/lzao7lFI5zGjVqVKPPadmyZQBs2bKF8vJysrOzyc/Pp7CwkF27dlFZWcmmTZuAqtrBrVu3Ulpayt69e8nLy6OoqIgdO3bgcrnYsGFDtbTbtm2juLiYnJwccnJyKC4uZtu2bdXSbNiwAZfLxY4dOygqKiIvL4+9e/dSWlrK1q1bq6XdtGkTlZWV7Nq1i8LCQvLz88nOzqa8vJwtW7ZUS9uczmnlypVRPafKykrvMQP97XnWBStupuYRkcOBu4ArsUbQ9QxWNMcYUyQiBlgDdASetdd/aYz5UUS2Au8BvwApwBXAUKyBjOb7HOMBYDzwJTAHqxbzOGCrMeYuO81VwAzgI2A+0BK4Gavp85HGmM11nMNJwDLgfGPMPJ/lY4DHgXbGmAIRESAHa9TgJ40xd9jpxgKPeNL5bP8ycKExpiEDQXn28RpwMdDSGFOjk4uIdAT2APcbYyb6rbsFmAIcZIxZW8cxOgP+eRwAzNWpeZxh5cqVHHbYYbHOhooCLWvn0LJ2jmDKurK8nKevuhiAEy69khMv+1M0sqbCLBzX9caNGzHGxH2fzOauuLiYli1bRu14GzZsQEScNzWPMeZnu/bySuDdWoLGA4HDjDG/+C0/wBhT4nkhIs8C3wN/xwpIEZGBwP1YQeylxhi3T3qxn9OxprT5P2PMjT7rZwBrgXGAd3kAB9nPm/yWf45VS34S8CEwGGgHvAmc4pPuFOAn30DWthHoKCKd7ZrahtiKFei3wupL6y8Xq1a2W4B1nmU76jqAnbdq+bPfWuUQ+qPXObSsnUPL2jmCKeuklBTS27Vnf16uNjOOY+G4rhMSEigvL8cYo7/3mrCSkpKoBbPGGFwuF8nJyWHbZ9w0Mw7SkgCBLH6BbDusGs/PgaN8kl2I9X78yzeQtbf3VF//HqsG9jUR6eh5AC7gG+C0evLXwX7O81v+A7AfONV+fQqwDXgFOEpEWtoB9cl2vv159texnuPXpT9Wc+GAIyzb78lKINBAUccBG40xhY04vlJKKaWagTaduwLaZ9bpWrRogcvlIjs7m3hpCaoip7Kykp07d+JyuUhPb9TspNXETc1skPxrPAEQkfOwBjo6AmsQIw/fK2sA4MZqilwbTw/pT2tZH6hGM2CWfF8YY1wi8hVVtbCnYAWty4BErD6tu7EGYQoUzHr2V+8nhYh0Msbs8Vs2BDgf+NATyItIb6wmx7/6JH0L+LeIHGOMWWGnOxA4HauZtFJ10tob59Cydg4ta+cItqwzOnVmx9pfdK7ZOBaO67pLly6UlZWRm5tLfn4+iYmJWkPbBFVWVpKfn19/wgYyxuB2u6msrASgZcuWtGvXLmz7b241syX+C0TkFKz+sqVYAxCdg1XDOgu/oDIInvfrKnsf/o/6BmHyjFEfqASXAcfag0SdAnxujNmHNUjSKVQFuoGCWc/+9gZY5+8Ne8Cqe0TkBhGZjNVHuBirT7LHK1h9kH09B2wA5ovIHSJyO/AJVqD9RBDHVg732muvxToLKkq0rJ1Dy9o5gi1rz/Q8+3NzqCwvj2SWVISE47pOSEigd+/etG3blpSUFA1km6g1a/x/7oeXiJCUlETr1q3p0aMHvXv3JikpfPWp8VYz25A2CpdgBbJnGWO8I/GKyDV+6TZgBauHAD/Wsq8N9nO2MWZhLWnq4qnl7IfVZNfX51h9Vq8EelAVtC7FCmR3A+uMMYFuc/YD9vrXuNbiXeBPWP2F22AN6vQOMMEYk1XXhsaYQhEZDkzGqulOABYDY4I8tnK4SZMmxToLKkq0rJ1Dy9o5gi3r9j16Wf8xhpztW+nSTwcAijfhuq4TEhLo1i3QcCuqqahtIKZ4EW81s0X2c9sQtnFhBcGJngX2dD4X+qV7F6uZ8f0iUu19kapbSR9hNSUeJyI1ei6LSH2jCX+HNUJyoH6n3wAVwJ1Ygy15Ru/6HKuZ8TAC18oCHA18Vc+xATDG/McYc5wxpoMxJtkY090Yc5V/IGuMGW6MqXELzRizzRhzmTEmwxjT2hgzor4gWCkPnYTdObSsnUPL2jmCLetOffp5/79nS8AeYKqJ0+vaOeK9rOMtmP3Ofn5IRK4SkStEpFU923imz1kgIqNF5H6swNE/eMsCHgIuAj4XkX+IyF/skYon2WkKsKbhOQX43m6qe6OIPCgiPwAP1JURY0wp8DFwRoB1xfb5HQh84TPo1FKsEYZ9a2u97OluDseer1WppkwnYXcOLWvn0LJ2jmDLul23HiTazQj3/qbBbDzS69o54r2s4yqYNcZ8C9wHDAGmA69Rc95S/20+Ba4DugJPYTXjvRNrCh7/tPcD1wJpWIHtv4A+wCKfNLOA3wHbgTuAp7Hmrf0R+G8QpzENOF5EegVY5wlWl/kcbxdVgXegmtmLsabMmR3EsZWKKc8k7qr507J2Di1r5wi2rBOTkujQsw8Ae7ZsjmCOVKTode0c8V7WokNlR5eIJGKNmDzbGHNfGPb3A7DYGDOm0ZmLARE5FFi1atUqDj300FhnR0VYtCfmVrGjZe0cWtbOEUpZL3huMquXLCKtdRtufvlVHfwnzuh17RxNraxXr17N4MGDAQYbY1bXlz6uamabA2OMC7gfuFVEGjXJkoicjTVd0MPhyJtSkfbEEzrotVNoWTuHlrVzhFLWHXv3BaCksICifXkRypGKFL2unSPey1qD2RgwxrxhjGlvjNnfyP0sMMakG2Oyw5U3pSLprLPOinUWVJRoWTuHlrVzhFLWvoNA7dVBoOKOXtfOEe9lrcGswh7IyojIqiDSjrfT+j9Ko5FXFd+2b98e6yyoKNGydg4ta+cIpax9g9lsDWbjjl7XzhHvZR1v88yqMBORnsA4qqY9CtbNgG/NsitsmVLNVl6eNjVzCi1r59Cydo5QyrplmwxatW1H0b489v62OXKZUhGh17VzxHtZazCrHge+xpqHt2MI271ljNkbmSyp5urUU0+NdRZUlGhZO4eWtXOEWtad+vSjaF8eO9evxbjdSII2CIwXel07R7yXtX6qOJiInApcCtzesM2ljejwhCoEU6ZMiXUWVJRoWTuHlrVzhFrWvQ87AoB9u3ey9utldSdWTYpe184R72WtU/M4lD1F0PfAV8aY0SKyGOhojBlcz3bjgQewmhinYzVPfhf4hzFmdwPyoVPzOIgxxpHTMzjxvJ14zko1e8ZACNd1eWkJ//fX6ykpyKd9956MfGIKCQmJEcxghIR43s2CE89ZNQk6NY8K1migDxDqXLd5wLPATVi1uv8HXA58LiJt6tpQRDqLyKG+D2BA6FlX8WjhxoUkHZzEwo0LY52VqFq4cSFpD6U56rydWtZONWLEiFhnQUXDwoWMSEqChcFf1ympaQw9/xIAcndsY+WijyOVu8hZuBDS0kI677jXgLJW8SveP8M1mHUgEekA/AuYaIzZE8q2xpinjTF/NcbMMsa8bYy5HRiJNd/tLfVsfguwyu8xF2DZsmUsWbKExx57jNzcXEaOHAlUXWBjxowhKyuLadOmMWfOHJYvX87EiRMpLi4mMzOzWtpx48axcuVKZs2axaxZs1i5ciXjxo2rliYzM5Pi4mImTpzI8uXLmTNnDtOmTSMrK4sxY8ZUSzty5Ehyc3N57LHHWLJkCQsWLGDKlCls376d0aNHV0s7evRotm/fzpQpU1iwYIGek31ORUVFZGZm4r7SzaUXXooxJu7PKZhy+vnnn7nq1qsoc5V5zzvez6m+cvrmm2+46bGbcB/oZsysMdx+++1xf07NsZzCeU49evRodufUHMupUef0zTdMHDmSN9xu65yMCfqchpx5DuV2I8CF/zeFN554mLfeeD325xRMOb36KrNuvJGVZWWMu+qqaufdJMspHH97RUVMHDmS+9xu5owezbSpU+P/nJpjOYXxnDyayjmtXLmSUGgzYwcSkeeBM4BDjTHl9rLFBNHMuI597gRWG2POqCNNZ6CT3+IBwFxtZty8vb/ufUa8NgLmABfB+1e+z7kHnBvrbEWc97w9rx1w3k4taycbOXIkM2bMiHU2VCS9/z6MGMFIYIbn9bnBX9ebfvyOeZP/TUVpCQCSkEDX/oPI6NKVlm0ySEpJISmlBUkpKdUGiareVUF8lvv/p+Z6kQQQsZOItS/xPINQ9dq7rmpjBJAffoBHHrH+b4B77kGOPZaEhAQkIcHaNiEBkQQkoZk0yf3qK7j7bh4G7gZ4+N9wwvExzpQKF6Hm3+mkhyfx+LPP0TKjbfQzFECozYw1mHUYERkE/Io16NM8n1WvA+2As4ACY0xuiPtdDiQZY44KcTvtM9vMGWM49uVj+X7n95hig7QUju52NMtvWN6s+1RWO28MQvM/b6eWtdPl5ubSvn37WGdDRYoxcOyx8P335BpDexE4+mhYvjykPpW5O7Yxb/K/dZoepZqgc267g4NPGhbrbADaZ1bVrwdWuf8H2OTzOA44wP7//aHs0B7RuC8QUpNl5Qzz18/nu53fYTDwAxgMK3au4IP1H8Q6axFV7bxxxnk7taydburUqbHOgoqk+fPhu+/AGKaCFdyuWAEfhHZdt+/ekz8//BSX3vMgR/3hfHoePJg2nTqTkpZGQmIcDgqllGoSdJ5Z51kFXBRg+YNAa+BvwAYAEekNtDTG/OpJJCKdAvSzvRmr+fCCiORYxS1jDOMXj0cQK8DpYS0XhPGLx3POoHOaZY1djfO2NefzdmpZKxg6dGiss6AixRgYP96qgTUGb0mLWMvPOSek2tnEpCT6HH4EfQ4/osY6t8tFZUU5xu35zKz67PS2IvRpTGiqvaiZ1rjdVa+NsdIbMMZtPxtrL8ba3hi3vRtjbXvZZfDLGgwGI4IBTEICHHww7unTMcZKZ4zbfg76bWiiDIy+GdavAwM/AUPAar19wAHw/PMQoImqiieB/0h/+ukneh96eJTzEj4azDqMMWYv1lQ61YjI7fZ633WvAMOo/um1RUTeAFYCpcDJwBXAj8CLDchSCkBWVlYDNlVN3eLNi/nup++qFuwBWto1dtkreP6D5xnWt2k0awmnGudta87n7dSyVvDrr7/SsWPHWGdDRcLixVatrO1XoCNU1c4+/zwMa4bX9eLF8PXywOu+/Bo+WeRz3gIkxn+ct3gxfPGV9+UOoL/nRfZXsPSL5lnWih37S9i8fQds3xHrrADVYoKUYNJrn1kFBB4Ayl42zBgjPsteBk4EegGpwBbgbeAhY0xhA457FVbQrJRSSimllFIAFxhj3qsvkQazKqZE5Djga6w5a3+tJ7mKbwOwpmK6ALspu2q2tKydQ8vaObSsnUPL2jmaYlmnYFWaLTHG5NeXWJsZq1jbbz//GsyIZSp++fSX3KBl3bxpWTuHlrVzaFk7h5a1czThsv4h2IQ6mrFSSimllFJKqbijwaxSSimllFJKqbijwaxSSimllFJKqbijwayKtT3ABPtZNW9a1s6hZe0cWtbOoWXtHFrWzhH3Za2jGSullFJKKaWUijtaM6uUUkoppZRSKu5oMKuUUkoppZRSKu5oMKuUUkoppZRSKu5oMKuUUkoppZRSKu5oMKuUUkoppZRSKu5oMKuUUkoppZRSKu5oMKuUUkoppZRSKu5oMKuUUkoppZRSKu5oMKuUUkoppZRSKu5oMKuUUkoppZRSKu5oMKuUUkoppZRSKu5oMKuUUkoppZRSKu5oMKuUUkoppZRSKu5oMKuUUkoppZRSKu5oMKuUUkoppZRSKu5oMKuUUkoppZRSKu4kxToDytlEJAMYBmwFymOcHaWUUkoppVTspAC9gCXGmPz6Emswq2JtGDA31plQSimllFJKNRkXAO/Vl0iDWRVrWwHeffddBg4cGOu8qAiqqCjniXvuZvQ/xtK2S7dYZ0dF2Lhx45g0aVKss6GiQMvaObSsnUPL2jmaWllnZWVx4YUXgh0j1EeMMRHNkFJ1EZFDgVWrVq3i0EMPjXV2VAStmPcOS2ZOo22Xblz3n5djnR0VYbm5ubRv3z7W2VBRoGXtHFrWzqFl7RxNraxXr17N4MGDAQYbY1bXl14HgFJKRUXujm0A7Nu9k5LCghjnRkXa1KlTY50FFSVa1s6hZe0cWtbOEe9lrcGsUioqSvfv9/4/b+eOGOZERcPQoUNjnQUVJVrWzqFl7Rxa1s4R72WtwaxSKipKi3yD2e0xzImKhpKSklhnQUWJlrVzaFk7h5a1c8R7WWswq5SKitL9hd7/a81s87f+h+/4+u3Xq93EUM3Thg0bYp0FFSVa1s6hZe0c8V7WOpqxUioqtGbWWZK3rueLH7+isqKck6+4OtbZURFkjzqpHEDL2jnCVdaVlZXk5eWxf/9+dNDZpmn48OFs3LgxoscQEVq0aEGbNm1o1aoVIhK2fWvNrAOJSAsReUREdohIiYh8IyK/D2K7A0Vksoh8KSKlImJEpG8UsqyagTINZh3D7XJRlLMXgB3rfo1xblSkTZw4MdZZUFGiZe0c4ShrYwzbtm1j7969VFRUhCFXKhLcbnfEj+FyucjPz2fr1q1kZ2eH9caG1sw603TgUuApYD0wCvhARE4zxiyrY7sTgNuAX4A1wBGRzKRqPlyVlZT79MnI27UDY0xY78yppsN3tOo9WzZpWTdzL7zwQqyzoKJEy9o5wlHWhYWFlJSUkJGRQbdu3fR7wOHKy8vZuXMnubm5tGrVivT09LDsV2tmgyAi40WkWbSNEJGhwBXA3caYO4wxLwGnA1uAR+vZ/D2grTHmMODVyOZUNSdlxUXVXleWlbE/LydGuYm+gr3Z/PjxB46Zkqi4IN/7/9L9hRTatbSqeRoxYkSss6CiRMvaOcJR1gUF1nde586dNZBtwtavXx+V46SkpNCtWzeg6m8jHBoUzIrIKLuJqedRajdZ/UhEbhOR1mHLoQq3SwEX8JJngTGmFJgKnCAivWrb0BiTa4wprG29UrXxHfzJI2+HcwaB+vjFZ1g09TmWvvrfWGclKkp8glmwamdV8zVv3rxYZ0FFiZa1c4SjrCsqKkhKSiIpSRuCNmWDBg2K2rFSUlJITk6mrKwsbPtsbM3s/cBVwM3AM/ayp4CVInJ4I/fdlDwIpMU6E2FyJLDOGON/S2S5/XxEdLOjnMB3jlkPJ/Wb9QRzW37+MbYZiZJiDWYdZfTo0bHOgooSLWvnCEdZG2NISNBGoE3dli1bono8EWlSfWY/NMas8Hn9sIicDrwPvCciBxtj4nvyIsAYUwlUxjofYdIN2BlguWdZ90gdWEQ6A538Fg+I1PFU01FaFKBm1iHBrKuy0hvcFebsoWDvHtp09L8MmpfifA1mneS+++6LdRZUlGhZO0e4ylqbFzd9nqa/0RLuv4mw3y4xxnwKTAT6AH/2XScip4vI5yJSJCL7RGSuiBzsl6aPiDwnImvtkXZzRORN/1FzfZo6nyoiL9rpCkTkFRFp55d2s4i8LyLDRWSFvd+VIjLcXn+x/bpURL4TkSP9tq/RZ9Y+9rMicqGIrBKRMhFZLSJn+78nItJDRKaJyG6fdNeG+t6GSRoQqG6/1Gd9pNwCrPJ7zAVYtmwZS5Ys4bHHHiM3N5eRI0cCVX02xowZQ1ZWFtOmTWPOnDksX76ciRMnUlxcTGZmZrW048aNY+XKlcyaNYtZs2axcuVKxo0bVy1NZmYmxcXFTJw4keXLlzNnzhymTZtGVlYWY8aMqZZ25MiR5Obm8thjj7FkyRIWLFjAlClT2L59u/fOpSft6NGj2b59O1OmTGHBggV6TvY5FeTmev8IXPaV9NVni+L6nIItpwfG3QU+dyD/ectNcX9O9ZXTD99+g689WzbG/Tk1x3IK1zldfvnlze6cmmM5heOcZs+e3ezOqTmWUzjO6amnnmr0OS1bZo0pumXLFsrLy8nOziY/P5/CwkJ27dpFZWUlmzZZNzs9/Ta3bt1KaWkpe/fuJS8vj6KiInbs2IHL5fLOh+pJu23bNoqLi8nJySEnJ4fi4mK2bdtWLc2GDRtwuVzs2LGDoqIi8vLy2Lt3L6WlpWzdurVa2k2bNlFZWcmuXbsoLCwkPz+f7OxsysvLvbWXnrR6Tg0/p8rKSlauXFnr355nXbCkIdW8IjIK+C9wrF/NrGd9T2Ar8JYx5jJ72RnAh8BG4P+wgqa/AonAUcaYzXa6S4F7sYKcbUBfrGbMBcAhxphivzysBPYBbwIH2mmXAcONfXIishkrWGsDvAjkA2OBDGA0MAl4zs7+3cAe4EBjjNvefjzwgDHGeyvBDm5/Ajrb2xZijfTbFehtjMmx03UBVgAGeNne9x+A84Exxpin6n3Dw0hEVgG7jTG/81t+CLAaGG2MeTGI/YwFHgP6ecouiG1qq5mdu2rVKg499NBgdqPi0PcfzuOz6dafVa9DDmPrLytJa5PBzS/+D2nmTZB2Zq1l1j3/8L4+6pwLOG3kDTHMUeQt/L8p/PTJh1ULRLht+pskp6bGLlMqYhYsWMDZZ9e4j6uaIS1r5whHWXvmLu3fv384sqQiJD8/n4yMjKgdr76/i9WrVzN48GCAwcaY1fXtLyI9so0x20Qkn+pNSB8DcoETjDG5ACLyLvADMAEYaaebb4x5y3d/IjIP+Aq4BPif3+HKgd8ZYyrstJ5ReUdgjb7rcSBwojHmKzvdL8BHWAHmQcaY3+zleVgB76nA4npO9WCsAHuDve1nWAHulcCzdpqHsAL2wzwBLvCCiLwGjBeRF6PcFHsn0CPAck8bg4iNymOMyQayfZdp8xNn8J1jdtBxJ7L1l5WUFOSTvXkjXfoPjGHOIm9/Xm611zvWrYlRTqLHv5kxxrDnt810P+Cg2GRIRVRaWnMZUkLVR8vaObSsnaOh/ZrdbjcvvvgiL774ImvXrqVly5YMGTKEyZMnM2TIkDDnsnaRrBLZD7QGEJFuWAMLTfcEsgDGmJ+BT4BzfJZ5AzsRSRaRDkAWVu3rUQGO85InkLU9j9W/9Ry/dL94Almbpx3cp55A1m95MLeRFnoCWZ/zKfBsK1akdgkwz37Z0fPACqQzajmnSPoROEBE2vgtP85nvVJh5RnN2CQk0v+ood7lm3/6PlZZipqi3OrBbPamDVSUh28Uv6bI00c4vX0H77Kd69fGKjsqwpYvX15/ItUsaFk7h5a1cxQVFdWfKIBrr72W2267jaOPPppnnnmG+++/n969e5OdnV3/xmEUybGy06mqhetjPwf6NbMGOEtEWhljikQkDaup7zVYNYi+VXeB6sCrTY5kjNkvIjuxmif7+s0vXb5dK7jVL52nSqEd9fstwLI8n207AW2BG+1HIJ2DOE44vYXVxPpG4HEAEWmB9X5/Y4zZai/rDbQ0xvwa5fypZqjUrplNb9uWjM5daNetB3k7t7P55+857qLMGOcusvxrZt0uF7s3rKfnwYNjlKPI80zN023ggezetIGCPbtZ980XHH3uBTHOmYqE6667LtZZUFGiZe0cWtbxpbS0lJSUlAbVsnbs2DHkbWbPns2MGTN45513uOiii0LePpwiUjNr95nNwKpRDdUzwD3AbCATOBP4PZBD4/LrCnF5MO1f69vWk9+ZWOcQ6PFFEMcJG2PMN1j9ix8WkUdF5EbgU6zg/58+SV/ButHgJSIZInKviNwLePrc/sVe9pfI517FK0/N7N68fQD0PcJqkLBj7RrKiotjla2o2J9r9S5IatHCu2zbL6tilZ2o8NTMtsxoy4EnnAzAjrW/UJizN5bZUhHiGRhGNX9a1s6hZV238ePHIyJkZWUxatQo2rZtS0ZGBtdccw3FAX7XzJw5k6OPPpq0tDTat2/PFVdc4R2syaNv376MGjWqxrbDhw9n+PDh3teLFy9GRHj99de599576dGjBy1btqSgwJp188033/Qeq2PHjvz5z39m+/bqM0iMGjWK9PR0tm/fzjnnnEN6ejqdOnVi7NixuFy1hTdVnnzySYYOHcpFF12E2+1ucO1uOESqmfFV9vNH9rNnAqMDA6Q9CNhrjPG8C5cCM4wx/zDGvGWM+QRrQKe2tRyr2ky/IpKO1f9zc8OyHlZ7sAaGSjTGLKzlEd26eMvVWPMBXwX8B0gGzjPGLK1nu3ZYI1VPBDyjAvzDfj02IjlVzUKp/SF3wCHWIF99h1jBrNvlYuvqn2OWr2jYn2cFsx169KZDz94ArFqyEON2xzJbEeN2ubw3L9LaZHDgCad41637Oqr37lSUzJgxI9ZZUFGiZe0cWtbByczMpLCwkIcffpjMzEymT5/OhAkTqqV56KGHuPrqqxk0aBBPPvkkt99+O4sWLeLUU09l3759DT72xIkTmT9/PmPHjmXSpEmkpKQwffp0MjMzSUxM5OGHH+aGG27gnXfe4eSTT65xLJfLxVlnnUWvXr14/PHHGTZsGE888QQvvfRSncctKChg+fLlHHvssYwbN46MjAzS09Pp378/s2fPbvD5NFTYg1l7ntn7gE3AqwDGmJ1YfTFHikhbn7SDsWpeP/DZhYuataKeUY8DuVFEkn1e34zVfPrDWtJHjTHGBbwNXGKfazUiEpPJJo0xpcaYO4wx3YwxqcaYocaYj/zSDPcdvdlettkYI7U8+kb1JFRc8QQ33/9kBa69Dj6MxCSrl8P65V/GLF/RUGQ3M05v357Dz/gDAPm7d7H55x9ima2IKSks8P6/ZZs2dO43gIwuXQFY+/XnscqWiiDP1Aqq+dOydg4t6+AceeSRvP3229x88828/PLLXHTRRUydOtW7fsuWLTzwwAM8+OCDvP7669x8883cf//9fPbZZ2zbto3nnnuujr3XrbS0lC+//JIxY8Zw1113kZyczJ133sngwYNZunQpt99+Ow8//DBvvvkmmzdvZvLkyTW2v/zyy7nrrrsYPXo0b731FkceeWS1/AeyYcMGjDG8/vrrTJs2jUcffZRXX32VTp06ccUVV7BgwYIGn1NDNLbP7B9E5CB7P12A07Gazm4BzjfGlPqkvQMrwPxKRKZSNTVPPjDeJ937wFX2aMi/ACcAZ2A1Mw4kBVgkIrOxan5vwarJfa+W9NF2F3Aa8I2IvIx1Tu2xBn46w/6/Us2aZzTj0888E4Dk1FT6HXksWd9+xZpliznhkitp2zW6k3ZHi6fPbHq79hw67HQ+f206lWVl/PTJB/Q74ugY5y78PE2MwWpmLCIcePzJLJ/7FjvX/Urerh2069o9hjlU4TZv3rxYZ0FFiZa1c0SyrD+b/hLZWzZGbP+h6tynP6eNqm1om7p55tT1OOWUU5gzZw4FBQW0adOGd955B7fbTWZmJnv3VnW16dq1K4MGDeKzzz7zzvcbqpEjR1YbdXrFihVkZ2czfvx4Un2mwjv33HM56KCDmD9/fo1a49GjR9OpU1Xd2imnnML//uc/cUx1+/dbv+lycnL4+uuvOe44awzZ888/n379+vHggw9GdQqvxgaz/7Kfy7Gm3VkJ3A781xhT6JvQGLNQRM7GmobnX0AFsAS40xizySfp37BqZ/8EpGL1KT2DqibL/v5ip/0XVnPZ14DbPHPMxpoxZreIDAXuBy7GCrZzsOZ0vTOWeVMqGowx3gGgvvzmW868yVp+/CVXkPXtVxi3m6/feZ2zb2l+/XMqy8u9tdKt2rWnRctWHHzSMFZ++jEbv/uW/OxdZHTuGuNchleJTzCb1toas++gk4axfK4149riGS9z4T/v12m5mpExY8bUuOOvmicta+eIZFlnb9nYbMaO6N27d7XX7dpZY8Dm5eXRpk0b1q9fjzGGQYMGBdqc5OTkgMuD0a9fv2qvt2yxenUeeGDNXp0HHXQQy5Ytq7YsNTWVTp06sXXrVnr16uXNf15eXp3H9QTQ/fr18wayAOnp6YwYMYKZM2dSWVlJUlIkxxmu0qCjGGOmA9MbsN0iYFE9afYB1wZY1beWTYqNMTcBN9Wxz4Db+jejtZdtxq+ZszFmPNVrjwNuW9ux7H6xf7EfMWePXvwvrD6z7YCfgXvt/sn1bdsDmIzVPDwB+AwYY4xpOrfYVJNSWV6Gq8KaPWvoSSd5l3fpN4BBQ09k/fIv+WXpZxx7/iXePqXNRdG+qpGM09tZ09QMOfNcVn76Mca4WfDcU1x230MkJNbWiyL+VK+ZtYLZTn36ccipp/PL0k/Z+P23ZK34mkHHnhCrLKowu/XWW2OdBRUlWtbOEcmy7twnmNkvo6cx+Ums5fvbU6fmdrsRET788MOAadPT073/r+0mr8vlCrhtY+cC9uzTt2Y2GN27W62runTpUmNd586dqaiooKioiIyMQJPQhF90QmbV1EzHGmjrKaypjUYBH4jIacaYZbVtZA+u9RnWSNWTsGrXxwBLROQIY0xtTcGVg3lqZQG2bNtWbd2Jl/2R9d9+hTFu5jz6L66Y8Cjp7ZpPy/vC3KpLwjPnapd+Azh0+BmsXryQbWtW8cXsmZxy5chYZTHsivN9gtk2VV9kw/58LRu/W05p0X4+nfo8HXv2pl23HrHIogqzpUuXMnDgwFhnQ0WBlrVzRLKsG9qkNx4NGDAAYwz9+vXjgAMOqDNtu3btAg4ItWXLFvr3rz/g7tPHmgl17dq1nH766dXWrV271rve3/79+6s1S65P9+7d6dq1a40RkgF27NhBamoqrVu3Dnp/jRWp0YxVE2U3eb4CuNseBOolrL7OW4BH69n8FqzRo88zxjxqjPHU0HbDGtVYqRpK91cFs+ltqweqHXv35bgLLwOsQZHeevBe9vy2OZrZi6iiPN+a2apz/921o+nYy/pSWf7umyz8v+eoKC+Lev4ioaSwKphN9fkya5nRllP+NAqw+hG/dt8dbFvTPJqZOZ2nWZ1q/rSsnUPLOjwuvvhiEhMTmTBhAv49II0x5ORU3fQeMGAAX3/9NeXl5d5l77//fo0pfGpzzDHH0LlzZ1544QXKyqp+U3z44YesWbOGc889N+B2tdUu1+Xyyy9n69atfPJJVaPOvXv3MnfuXE4//fQGzXfbUBrMOs+lWH2SveNu2wN1TQVOEJFe9Wz7rTHmW59tf8VqOp4ZmeyqeFfmE8x27l5z4J+TLr+Kw39nDRSQs+03/vfP21jw3GQ2/vAtFaWlNdLHk/25VcFsK59gNrlFKiP+fjep6Vaw99MnHzD97zfz9duvs+e3zbjd9c/x1lR5+swmpbUkIaH6F+Rhp5/F8RdfbqUrLOCN8XfxzsMPsParZZTsL6yxLxUfevTQGnan0LJ2Di3r8BgwYAAPPvggs2bN4uSTT+axxx7jhRde4M477+TAAw/kv//9rzft9ddfz+7duzn77LN54YUXuOOOO7jhhhsYMGBAUMdKTk7mkUce4eeff2bYsGE8/fTTjBs3jksvvZS+ffvWOndwSkpKyOd19913061bNy655BLGjx/P5MmTOemkk6ioqGDSpEkh768x4raZcUP77SqOBNYZYwr8li+3n48AatwCEpEE4HBgWoB9LgfOFJHW/gN/BWv1kkWUbl7fkE1VE7d362/e/3/7w4+cddkV1daLCL+7/maS09L4/oO5GLeb1UsWsXqJ1b0+o3MXWrXrQGp6OmnpbWjRqhUJiYkkJCQgCYkkJCYgCQkkJCQiCdb/QxHyMEQhDFy06cfvAEhITCKtdZtq69p378lV/36a+f95jB3r1lCwJ5svZs/ki9kzSW6RSusOHWnVth0tM9qS2roNiUlJJCQmkpiUbD8n1Xuu1frf+OW7xln4rG/M4Ew71q8FoDzAPLoiwkmXX0V6+w58+t+XcLsq2fTjd973Kb1de9p07kpqejqpLVvRolU6SSkpdvkmeMvXt6yjOoxUlAetipdBshZ9/DGJe3bEOhsqwnodejgfffQRQ4cODWm78pJiigsKKN1fSGlhAWUlJbjdLozLhdvtxu1yYdzW/43LRfiG7wzPjhKTkhl03Im0aht8TaUxhrLiIorz91G0L4+yoiJclZW4KytwuVy4XZW4KivxPdma522obWWdacMgOTWNjz7/MuSyrigvY39uDmVFRZQVFVFYVkbLNm0pKSyoXitpjJXjqA/VGr4DlpeWAFCUv4+0pKobt2XFRYA1fkTRPmsgpb+OvonePbrz7HPPe0cT7tGjO6cNG8YZw4d505183FAefnAizzz3HLfffjtHHXEEb742i7vvvQ9XZaU3nefmb2nRfu8yj8suvIAEM5Unn3qaO++8k1YtWzLi3HOZOP4BkjHe9JV27W/RvjwKCgpokZxMUghBbZcuXVi2bBljx45l8uTJVFRUcMIJJzBz5kyGDBkS2pvZSNJEBv1VUSIiq4Ddxpjf+S0/BGuE5dHGmBcDbNcR2APcb4yZ6LfuFmAKcJAxZm0dx+4M+PcyHwDMHXvWqXTNiF77ehUbf3r0Wbr26Vvr+r1bt/DFG/9j0w8rrC/6ZqJNp87c8Gyg+0DgdrlY+elH/PTJh+zZsilgmnjU7cCD+eO/Hqt1fcGebJbPfYvVSxZR2UyaWCvVnKWkpXH1ky+S0b7ucQ2K9uWR9e3XbPx+OdlbNrE/Z2+d6eNB78OO4LJ7H6wzze6NWaz5Ygk71q1hz+ZNcf+5dtApp3PuX/5eZ5rSov2s+2oZW1b+yM71aynM2VNt/SHnX0afw46gfauWkcyqCoOMLl1JS4/O7/CNG60xY2vrB7x69WoGDx4MMNgYs7q+/WkzY+dJAwJ9wpb6rK9tOxq4rcctwCq/x9x6tlHNRL5J4LY77vBOxD5u3DhWrlzJrFmzmDVrFitXruTJ51/kgrH3srigkvP/MY5tJokBxx6Pq1VrWnXqQmJaS0hMIjE5GQNYDQaaNgMcdtqZ3vPOzMykuLiYiRMnsnz5cua+9x7fbd3FCTfcxq5OfTjzptvYVgGDjjuRIkmidacumKQkElNSkMREGlCXHH0JCby77GuysrK8zZo85z9y5Ehyc3N5cfoMkgcdyqDLryH5sGMZfNYIClJa0vOQwRS6oU2nLrhESEhKinqNqFKqpvKSEm65/joyM61eRf6f5TNfeYUX77uTF28ZxcL/m8LG779tFoEswM6sdd65QP0/yx8cdxcv/e1GZt59O9+9P4ed636N+0AW4OvPFjJnzhymTZtW47O8orSUO/94GS/dMopPXn6WdV8vqxHIqvizZcsWysvLyc7OJj8/n8LCQnbt2kVlZSWbNlk329evt1pRbt26ldLSUvbu3UteXh5FRUXs2LEDl8vFhg0bqqXdtm0bxcXF5OTkkJOTQ2VlJStXrgRqXk8TJ070rguW1syGiYhkAi8AvY0x++tL77ftaGAcMMgYE9FPwKZaM/v9t8s55JBDGnJKKi4ILVpG5s6sMQbjbarmxoTSjKgBn3+hbpKQmEByi+BHCQyG2+3CXemqfq7+GfNd5f+e1NlkrfHfCQlJSSSntGj0fvx5y9rtxrit8o6W6H9V6nezahp+W/UT7z1h9YG7YsKj9Dio5nd1wd49vPmvcezbvdO7rFXbdvQ8eDAde/UhvX0HUtNbk9q6NS1atvJ2k0hISCQh0eo24HkOV/P6cOzn2/fe4Zs5bwDwt/+9U60ZpjGG7z94j6Wv/he3q9I+ZgJdBgyk64BBtOnUxdtVJC29tdVVJCnJ7jKS5D3fOvPs2/3D/0ZmjaThed8+eXkKa79cWmuLov15ucx5ZALZmzZ4l6W2bkOvQ6yyzrC7irRIa0WBy01KWkv69uljZbfqn7jpRuEU8v/t3XmYVNWd//H3t5utG2gWQVE0YFQUFeO+xxj3iTrGCTGaxFGjUXSSTIxxCTouQZ2JPhn9qUzymxmRmDyuROKCg4YYNMYFRYjABKFFoyICAsoODXznj3OruV1U21VQ1bfr3s/ree5TXeeeOn1uf/veqlP3LDXWbjcIyn1nNvExs2Z2JGFG3DujNWarjpnVAjcBd5fakI2MJaxjewlwV/lqVtACoNCo/h2jx9YGPi0l3JXdscC+tl4LNK+3uyielruYdamrp2t99896uaTA6aefzpNPPlnWMs0Mq61N1VqtbampqaWmS8c+3srHeusXmpfyqkSspePo2bdf88/XXnMVY3/3VIv9qz/9hHE3X9fckN3h83twzLcuYJe99y15DoOOptf2m9fRXPXJUnptP6D5+ZuTJjL5/v8CwGpqOPj0f2D/k06loV9pa3Z2NLmZ95ctWrTFvhVLPuahG65i+eKwb8Bue3D4187h8wccXDDWuUZLp866Xndkc+fOZY899ki6Glst8cYscCRwA6FB90miNdl6pwN7EpshuBTuvtbMfgX8yMzu9sreLp8OfNnMGvImgTostr9QHTeZ2Qzg4AK7DwPmbe3kT5Id+sCbHYp1dijW6da1R4/mn6/Mmw1106aNjL/tpyxbENabPOCU0/nyed+t+kZsTm59cAjrhucaswvnNfLHsaETW/feffj7K65lpyF7JVLHcquL1gevNWhau5bOsfVHn7vvl80N2WHHncTxF15GbaeO0JSQbVHNDVmosjGzZlZjZuXtr1ceFwB/dvctVw8u3iPAIODL5alSq8YBtUDzitVm1pVwDK+6+/tR2ufMLP/KPA44xMwOjr12T8I6tY9WuN6SArkxR5J+inV2KNbp1i02KcxvH36oxb45L7/IR41zANjnSyekqiELLdcHz60bvqGpiafu/BkbN2zAamo47YdXp6YhC1Dfq1fzz6uXb143/O2pU2h87RUA9jrqS5x48ffVkE2JDz74IOkqbJNErzhmdiOQm+7yHTPzaBsc7Xczu8fMvmVmswjdXE+J9v3YzF4ysyVmtsbMpprZ8FZ+z7fNbIqZrTazZWb2gpmdlJfn78zsT2a2ysxWmNkEM9uniGPoFtVpUoF9ufp/1cxmmtk6M5tlZqfk53X3qYSuvGe09Tu3hbu/Smh4/quZ3WZmFwPPAYOBq2JZ7wf+mvfy/wDeBiaY2ZVm9kPg98BC4OeVrLekwznnnJN0FaSdKNbZoVinW9f6+uaxm8OGDm1O37RpIy+PexAId/OO/86IVDVkoeWd2dy64XNeebG5S/VR3ziXnYfum0jdKqW+Id6Y/QQIy7g8d1+4E921vjvH/uNFRY951dw8HV/fNmYoL7dy/08kfdV5DHgw+vly4Nxoi0+JdhxwB/Aw8M/Au1H6PwPTgOsJkydtAB41s1Pjv8DMbgB+DTRFeW8grKN6XCzPucAEYCVwNTAK2Bt4Mdew/gwHAV2AN1rZfzShEfgQobHYDfitmW1XIO8bwFFt/L5y+EfgTsLf+i7C4LPT3P2Fz3pR1I34WOAF4DrC3+kvwJfcXdPYSZtKnaFOqpdinR2KdbrV1NQ2T+D30fzNd3De+vMLLP0wPD/0jOEtuqOmRbcePamNxnuuXLYEgOnPhDHD9b16c9CpX02qahVT13NzY3bN8jAarfH1V1i+eCEAR33j20WvuWtmbGrHifpk66xZs6Zdf5+7l3UCsET7B7j7m2b2BnAO8Dt3f7dAtj2BYe7+v3npQ9y9+a9vZvcQGoM/IjRMMbPdCQ3Y8cBwd98Uy2/RYw9Cg+6/3T3e9fZXwFuEhnJzegG5viWtLRA5FNjb3d+Oyv0joQF4DnBPXt55hAZmRbn7WuDKaGstz7GtpH8AfL0yNRMREZGOpluPnqxbtYpNTZsXXHjtqfFAGDP6hRP/LqmqVZSZ0aNPXz5dtJCVS5ewcF4jC+aGRRuGHXdSKic2qu/Vu/nnXDfjOS+/CITJOocdv0XnwlZ17tyZtWvXsmHDBjqpS7IA69evp6mpifoyrnCR9J3ZYjxfoCFLXkO2D9AL+BNwYCzbVwnH+NN4QzZ6fe4e94lAb+BBM+uX24CNwKu0PYY1d4d1WSv7J+UastHvfRNYDhSaj3oZUGdmWl1aUmnYsGFJV0HaiWKdHYp1+nXrHiaB6t41LLm1YunHLH43zFQ77PhTyr78WEfSvU/4mLdy2RKmPzsBCEvw7HdC8Y26alLf0ND88+pPP2H9mtW8M+11AHY/5PCSGvANUVmLFi1Sd+MOrK6url1+z/r161mwIHTRb4j9n22raviapOAdTzM7jdDVdX8gvqBh/GzZDdgEbNEYjslN4fVcK/uXt5K+RZVaSX+vQNoyoFAfjVwZOuMllR588EF98M0IxTo7FOv0y00C9VE0Uczf/jKted/nDyi0yEF65CaBWr54MQvfbgRgt4MPpaHf9klWq2I6d6ujtnNnNjY1sWbFct5+4zU2NK0HYM8jvlhSWT179qS+vp5PP/2UlStXUltbq/VlO6DVq1eX9U5pPnfH3WlqagLCGN3u3cu3HGc1NGa36MhtZl8EniCM3byMsHZqE2FG3m+WWH7u7vS5wEcF9m9o4/VLosc+QKHpwDa28rpCZ3MfYHX8rnMlmFlv4DbgTKAemAJc4e6tjfuNv/ZQ4HzCcjz7AZ3cXVcmKcqtt96adBWknSjW2aFYp1/uzuz2fXsD8O5fwseFbj16ssNuuydVrXaRmwQqN2YUYI9Dj0yqOhVnZtQ39GbFksWs/vQT5rz8JyBM/DRov/1LLmvgwIEsW7aMlStX6u5sB1XJhiyE/4Oamhrq6+tpaGige/fu6RkzG9ma/+yvAWuBk929eQCHmV2Ql+9tQmN1b1pZPzXKA7DI3beYkbgIs6PHXYFtnQVjV7acQbiszKyGMKb4C4SZpD8mfCEw2cwOcve5bRTxFeAi4E3CGN8hFayupMzpp5+uNSkzQrHODsU6/bpFa80u+vBDNm3ayN9mTAfgc8P2p6amNsGaVV58eZ6cnfbcO4GatJ+6hgZWLFnMio8X8+Hc8DF390OOoLZT6WOEO3XqRP/+/enfv3+5qyllUu3X8I4wZnZV9Ni7hNdsJDSCm6+g0azDX83L9ztCN+Pro0Ycsfy5rwSeIXQlHmlmW5ylZtbW2TcVWA+Uo5/NgcBLZSjnswwHjgTOd/eb3H00YYbijcBNRbz+F0Avdz+YsCyPSNGq+WIppVGss0OxTr9cN+MuNTV81DiXtStXADD4CwckWa12EV+eB8KEV7223yGh2rSP3PI8H875KxujrqG7HnBQklWSCqr2a3hHaMxOjR5vMbNzzexsM2urI/UEQvfYiWY2wsyuJ0zW1BjP5O6NwC2E7rR/MrMrzOx70UzFt0Z5lgOXAl8E3jCza83sYjO72cymEZbyaVU0M/CzwAmlHHQ+MzsI6As8vi3lFGE4YV3Yx3IJ0bI6jwBnmFnX1l4Y5V1Y6W7Qkl5nnXVW0lWQdqJYZ4dinX5do27G7puY88qLzemD9zuwtZekRv6d2Z2GDE39uM9cY3bjhs0j7foPKjRvqaRBtV/DE2/MuvtrwL8Qur2OJaw7+5l3Q939OeBCYABhvdRzCOvDji+Q93rgO0AdoWH7U2AQ8IdYngeA44H5hOVq/h9wNqFr8n1FHMYY4HAz26WIvK35OmGyqNYmoiqXA4A38md3JoybrUfdhqWCxo4dm3QVpJ0o1tmhWKdfrpsxwLw3pgDQd+Au9NyuX1JVajf5d2Z32nNoQjVpP3UNvVo879S1K70HDEioNlJp1X4NT7wxC+DuN7v7zu5e6+6WW282+vl7rbxmjLsPcfdu7j7U3ce6+42FJiNy9/vc/cAob193PzZ/fKy7T3b3U9y9t7vXufvu7n6Bu0/NL6+AJ4C55K1H21r93X2wu5+fex7dDT0P+PfYkkGVsiNhwqx8ubSdKvWLzWx7M9snvhFmnJaM+PnPf550FaSdKNbZoVinX66bMcCyBR8C0H/QrklVp1316NOyMTsw5eNlYcvGbP9dBqd+bHSWVfs1vEM0Zqudu28Ergf+ycx6tJW/gAsIszH/spQXmVmNmXUrcss18uuAdQWKWxvbXymXATPztscBXnzxRZ5//nluv/12li5dynnnnQeEQekAl19+OY2NjYwZM4bx48czZcoURo0axerVq5u7R+Tyjhw5khkzZvDAAw/wwAMPMGPGDEaOHNkiz1lnncXq1asZNWoUU6ZMYfz48YwZM4bGxkYuv/zyFnnPO+88li5dyu23387zzz/PxIkTGT16NPPnz2fEiBEt8o4YMYL58+czevRoJk6cqGPKO6aTTz45dceUxjiV45jWrVuXumNKY5zKcUzTpk1L3TGlMU7bckzvvPc++Z55/oWqPqZi4/ToY4/RKVpHt1PnLlzyoyuq/pjaitMfXnihRay79Olb9ceUxjiV65ieffbZDnVMM2aUNp+uaZrs6mVmxwJ/LDL7UHefbWYrgYfd/cK8sr5CGIt8irs/U+Tvvwf4p2KX5jGz7dmyC/luwOMzZ85kn332KaYYqWLjx4/nzDPPTLoa0g4U6+xQrNNv8Xvvcv+VLTuafeX7P2bo0ccmU6F2NvaKy1jywXsM3Gsfzr7pZ0lXp+Lenvoqv7ttVPPz479zKfuffGqCNZJK6mjX8FmzZrHvvvsC7Ovus9rK3xGW5pGtN5twV7cYC2KPOxbYn0v7cFsr1Rp3XwQsiqelfRIFaWnZsmVJV0HaiWKdHYp1+uXWmY3ru9POCdQkGYedeRavPfkYh3/t7KSr0i7qeuZ1M85Il/KsqvZruBqzVczdPyJMmlWK6cAXzawmbxKow4DVwJzy1E5kS8ccc0zSVZB2olhnh2KdfvEJoHJ6D6jYFBsdztCjj83MXWiA+l69WzzvP2hwIvWQ9lHt13CNmc2eccAOwD/kEsysH2E25SfdfV0sfTcz0wRNUjajR49OugrSThTr7FCs069Tl67Udu7c/Lx7n750ra9PsEZSSfUNDc0/99phAF3qFOs0q/ZruO7MZs844BXgPjPbG/iYMDFTLVuuqZtbvmhwLsHMBgHnRk8PjtKui57/zd1/XZlqSxrccccdSVdB2olinR2KdfqZGd2692DVJ6E7Yt8dByZcI6mkzt3qqO3cmY1NTfT/nLoYp121X8N1ZzZjopmXvwI8DPwAuJ3QoD3O3d8qoohdgVHRdliUlnt+YWsvEoHNs9ZlTRYn2stqrLNIsc6G+PI8fbLWmM3YNdzMWLimCYAhhx+VcG2k0qr9Gq7GbAa5+zJ3v8jd+7l792jd3dcL5Bvs7oPz0iZH6+cW2o5tr2OQ6jNp3iR+f9jvmTRvUtuZU2TSvEnU3VKXqePOaqyz6sknn0y6CtIOujZtaP65z04ZasxOmgR1deExKyZN4pYJk7jkmxdlaqxwVlX7NVyNWRGpOHfnmknXsG7cOn4y6SeZuVPZfNwbs3PcWY11luXWH5QUc6fbvHnNT/tkZfInd7jmGli3Dn7yk2zcoY2O+YJ16+hx8y3ZOOaMq/ZruBqzIlJxE+ZOYOqCqXAyvL7gdZ6e+3TSVWoXzcdNdo47q7HOsmofbyVFmDCBukWLm5/2nduYYGXa0YQJMDVcw3n9dXg6A9ez6JjvgOwcc8ZV+zVcjVkRqSh358bJN2IYTAPDuHHyjam/Y9fiuMnGcWc11ll37733Jl0FqSR3uPFG6taHMZS1GzfS69/vTP8du+i4sXANxyw8T/Nxx475XsjGMUvVX8PVmBWRisrdqXMcBoLjmbhj1+K4ycZxZzXWWXfooYcmXQWppOhO3b7z3qf7x8s4esZb1GThjl3urmyuIeee/juVsWM+FLJxzFL113AtzSNJ6wLQ2JiRLksZ4+5cPe5qyPVOWwxEy9Vd/cDVDBo+CMt9650iWxx3TFqPO6uxFpg9ezb9+vVLuhpSCe5w9dXh5xUrsedeog6YBSF90KDNdy7TJH7c+dJ63HnHPBtoPqvTeswCdLxreKxN0KWY/KbuX5IkMzsXuD/peoiIiIiISIdxhrs/0VYm3ZmVpM2JHocTvgiU9NoNeBw4A3g74bpIZSnW2aFYZ4dinR2KdXZ0xFh3AXYBni8msxqzkrSV0eNsd5+VaE2komJdTN9WrNNNsc4OxTo7FOvsUKyzowPHelqxGTUBlIiIiIiIiFQdNWZFRERERESk6qgxKyIiIiIiIlVHjVlJ2mLgJgouYiIpo1hnh2KdHYp1dijW2aFYZ0fVx1pL84iIiIiIiEjV0Z1ZERERERERqTpqzIqIiIiIiEjVUWNWREREREREqo4asyIiIiIiIlJ11JgVERERERGRqqPGrCTCzLqa2c/M7EMzW2Nmr5rZiUnXS1oys0PM7B4zm2Vmq8zsPTN7xMyGFMg71MwmmtlKM1tqZr82s/4F8tWY2VVm9o6ZrTWzN83snFZ+f1FlSmWY2bVm5mY2s8C+I83sRTNbbWYfmdldZtajQL6iz/Viy5TyMLMDzeyJ6NxabWYzzewHeXkU5ypnZnuY2UNm9kH0N59tZtebWX1ePsW6iphZDzO7KXqPXBpdq89vJW9i78+llCmFFRPr6O98fnRNf9/CZ7aZZnadmXVrpdwLzeyvUVzmmtn3W8k30MJnv0/MbLmZPW5mn9+WMsvK3bVpa/cNeBBoAm4HLgZeip4fnXTdtLWI0zhgAXAXcBFwHfARsBLYN5ZvZ8IaZY3AD4CRwFJgOtAlr8x/BRz4T+C7wFPR87Pz8hVdpraKxH5nYFUU65l5+/YH1gBvACOAm4G1wP8UKKeoc72UMrWVJb4nAeuAV4DLo3Px34DbFOf0bMAuwDLgXeCaKDb3RdfcxxXr6t2AwVEc/wb8Mfr5/AL5En1/LrZMbdsWa6BHlP4ycG30tx4DbIxeY3n5L4nyj4vy3h89v7pAuXOAhcBVhPeL94D3ge22psyy/32SDpC27G3AodE/949jad2ii+JLSddPW4tYHVngjWmP6APJb2Jp/wGsBj4XSzshivPFsbSBwHrgnliaAS9EF8baUsvUVrHYPwT8AZjMlo3Zp4EPgYZY2kVRbE6KpRV9rhdbprayxLaB8KXUY0DNZ+RTnKt8IzQyHNgnL/1XUXofxbo6N6ArMCD6+WBab8wm9v5cSpnati3WQBfgyAKvvT7Kf0IsrQ74GHgqL+9vCF9g94mlXRW9/pBY2l7ABuDWrSmz3Ju6GUsShhO+KfrPXIK7rwXuBY4ws12Sqpi05O4vufv6vLS5wCxgaCz5a4QL2HuxfJMI3+adFct3BtCZ8EaYy+fALwjf9B6xFWVKmZnZMYTz9IcF9jUAJxK+zFge23U/4Q0rHpuizvUSy5Rt901gB+Bad99kZt3NrMXnAcU5NRqix4V56QuATcB6xbo6ufs6d/+oiKxJvj+XUqa0ophYu/t6d3+pwK7x0WP8M9uXge2IxSUyGugOnBpLGw685u6vxX7XbMKX3fFYl1JmWakxK0k4AJiT9wYHMCV63L99qyOlMDMjfBD+OHo+ENgeeL1A9imEeOccQOi6+tcC+XL7Sy1TysjMaoG7gf929xkFsgwDOpEXm+hLj+lsGe9izvVSypRtdwKwHBhoZm8RGhfLzewXsbFVinM6TI4e7zWz/c1sFzP7BnApcJe7r0KxTq0O8P5cVJlSUQOix49jabm/e34MpxK+5MrFugbYr0A+CDHczcx6llJmJagxK0nYkfCtcL5c2k7tWBcp3bcIXYcejp7vGD22FtO+ZtY1lndh9M1sfj7YHPtSypTyGgEMAv6llf1txWanvLzFnOullCnbbg9CQ+Nx4BnCXZYxhNjfF+VRnFPA3ScSzuUTgWmEsW4PAXe7++VRNsU6vZJ+fy62TKmcqwhfXv5PLG1HYKO7L4pnjL5sWsLmuPQldHEu9pwvpsyy61SpgkU+Qx1h4pF8a2P7pQMys70IXUZeJoy5gs3xaium6yg+9qWUKWViZtsBPwVGufviVrK1FZu6vLzliLeuCeXVA6gHfunuudmLHzOzLsAlZnY9inOavEsYo/hbwofKU4GRZvaRu9+DYp1mSb8/6/NegsxsJKEnzmXu/klsVx1hLHMh8fOz2FiXUmbZqTErSVhD+KYnX7fYfulgzGwAMAH4FBju7hujXbl4FRPTYmNfSplSPjcTZqS8+zPytBWbNXl5yxFvxbq8cn/PB/PSHyDMRnkEYXIXUJyrmpmdTRjfOsTdP4iSH4u6D/7MzB5E53SaJf3+rM97CYmGE9wM3Ovuv8jbvYYwYVQh8fOz1FgXU2bZqZuxJGEBm7upxOXSPmzHukgRzKwXoYtKb+AUd4/HKNfVpLWYLnX3dbG8A6Jxt/n5YHPsSylTysDM9iAss3EXsJOZDTazwYQ3oc7R8760HZv8/41izvVSypRtl/t75k8KlOse1gfFOS0uA6bFGrI5TxDuzh+AYp1mSb8/F1umlFG07vP9hBsQIwpkWQDUmtn2ea/rQpjEKReXpYS7ssWe88WUWXZqzEoSpgNDotkO4w6L7ZcOIpoQ5klgCHCau/9vfL+7zyesN3dwgZcfSst4Tid8gBqal69F7EssU8pjIOE94S7gndh2GCH27xCm+J9JmJK/RWyiN6z92TLexZzrpZQp225q9DgwLz03pmkxinNa7ADUFkjvHD12QrFOrQ7w/lxUmVI+ZnYYYQbj14Gz3H1DgWzTo8f8GB5M+BwwHcDdNwEzCuSDEMN57r6ilDIrQY1ZScI4wpvrxbmEaLKAC4BX3f39pComLUUz2z5M6Hb4dXd/uZWsvwVOiy+rZGbHExpBj8byPQ40Ee4W5PIZ4ZvD+UB8Wvliy5TymAmcWWCbRZg05kxCd6VPgUnAt2OzGAKcSxiLGY9NUed6iWXKtnskerwwL/0iQgNksuKcGnOAA8xsSF76OYQZRt9UrFMvyffnUsqUbWRmQwl3Y98l3HxorWvvc4S7rpfmpV9KGGIyIZY2DjjEzJobqWa2J3AcLWNdSpnlVakFbLVp+6yN8GGqCbiN8Kb45+j5MUnXTVuLON1JWCz7CeDb+Vss3y6Ead8bge8DP4kuam8CXfPKvC0q8/8TPjw/FT3/Zl6+osvUVtH/gcnAzLy0AwkTOrxB+FByM2E8zDMFXl/UuV5KmdrKEtd7o/PuYcIHzUei57cqzunZgGMIX1AsJMxqfBnwdBTr/1Ksq3sDvgdcR1jb0wmNzOuirVeUJ9H352LL1LZtsQZ6Er543ghczZaf2Y7IK++yqJxHo7j8Kno+Mi9fzyjOC4ErCevPv0f4MqL/1pRZ9r9N0sHRls2NMA7vdkIf+7WE9apOTrpe2raI0+ToQlRwy8u7D2GZj1XAMuA3wA4FyqyJ3vjeJYzFmAl8q5XfX1SZ2ir+PzCzQPrRhA+xawhjLe8BehbIV/S5XmyZ2soS187ADdF5uB6YC/xQcU7fRuj6+XQUm/XAW8BIoJNiXd1bdP629h49OJYvsffnUsrUtvWxjrZWP68BYwuU+V1gdhSXRkJD1Qrk25nQQP0UWEEYerZ7K/Usqsxybhb9YhEREREREZGqoTGzIiIiIiIiUnXUmBUREREREZGqo8asiIiIiIiIVB01ZkVERERERKTqqDErIiIiIiIiVUeNWREREREREak6asyKiIiIiIhI1VFjVkRERERERKqOGrMiIiIiIiJSddSYFRERERERkaqjxqyIiIiIiIhUHTVmRUREREREpOqoMSsiIiIiIiJVR41ZERERERERqTpqzIqIiIiIiEjV+T83eqdptFK90wAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot trace values for all neurons\n", + "plot_traces_for_neuron(log, [\"c\", \"w\", \"n\"], pos_dopa_spike_times=pos_dopa_spike_times, neg_dopa_spike_times=neg_dopa_spike_times)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As we can see, the eligibility trace values for neurons 1, 2, 4, 5, and 9 are large when the dopamine spikes are applied, which increases the weights of these neurons, resulting in stronger firing. If the dopamine spikes arrive while the eligibility trace is close to zero, the weight does not increase or increases only very little.\n", + " \n", + "In our simulation above, we set a low value of 50 ms for the time constant of the dopamine trace $\\tau_n$. This means that the dopamine signal does not sustain for a long time, allowing only some neurons that fire around the time when the dopamine spikes (reward signal) are applied have their synapses strengthened (see the weight trace plots) and consequenty increase their firing rate. Similarly, the firing rate is decreased when the dopamine spikes (punishment signals) are applied. For neuron 9, the punishment signal doesn't seem to affect the firing rate. This behavior can be explained by the time constant of the signals and the very large weights after the initial potentiation, resulting in sustained firing.\n", + "\n", + "Play around with the initial weight value `w` and dopamine time constant $\\tau_n$ to simulate and see the effects of these values on firing rates and trace values." + ] + }, + { + "attachments": { + "image.png": { + "image/png": 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+ } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Noisy Cue-Association: Temporal Credit-Assignment Task\n", + "\n", + "In this experiment, the synapse is embedded in a network consisting of 800 excitatory, and 200 inhibitory neurons, that are randomly and sparsely connected. The network is in the _balanced state_, meaning that excitatory currents are roughly matched in mean amplitude over time, and the neurons have a membrane potential close to the firing threshold, firing only sparsely and with statistics approaching that of a Poisson process [4].\n", + "\n", + "Using this network, we illustrate a classical (Pavlovian) conditioning experiment: rewarding a conditioned stimulus $S_1$ embedded in a continuous stream of irrelevant but equally salient stimuli [3]. The conditioned stimulus is repeatedly presented to the network, causing a transient of activity against the background of low-rate random background firing. The CS is always followed by a reward, which reinforces the recurrent excitatory pathways in the network.\n", + "\n", + "To simulate the experiment, `n_subgroups` random sets of neurons (each representing stimulus $S_1$ through $S_\\text{n_subgroups}$) are chosen from the pool of excitatory and inhibitory neurons in the network. To present a stimulus to the network, we create `n_subgroups` spike generators (named `stim_sg`), and connect each to its individual target group of `subgroup_size` neurons in the network (here, 50) with a very large weight, so that the stimulus spike generator firing will cause all of the neurons in the subgroup to fire.\n", + "\n", + "A continuous input stream is generated, consisting of stimuli $S_i (1 \\leq i \\leq \\text{n_subgroups})$ in a random order with random intervals of rate `stimulus_rate` and at least `min_stimulus_presentation_delay`. After every presentation of the CS ($S_1$), a reward in the form of an increase of extra-cellular dopamine is delivered to all plastic synapses in the network, after a random delay between `min_dopa_reinforcement_delay` and `max_dopa_reinforcement_delay`. These delays were chosen lower than in the original publications ([1], [3]) to keep the simulation times low for this interactive tutorial. The delay is large enough to allow irrelevant input stimuli to be presented during the waiting period; these can be considered as distractors.\n", + "\n", + "At the beginning of the experiment the neurons representing each stimulus $S_i$ respond equally. However, after many trials, the network starts to show reinforced response to the CS ($S_1$). Because synapses coming out of neurons representing $S_1$ are always tagged with the eligibility trace when the reward is delivered, whereas the synapses connected to neurons representing irrelevant stimuli will only be occasionally tagged, the average strength of synaptic connections from neurons representing stimulus $S_1$ becomes stronger than the mean synaptic connection strength in the rest of the network. Therefore, the other neurons in the network learn to listen more closely to the stimulus $S_1$, because the activation of this pathway causes a reward.\n", + "\n", + "\n", + "
\n", + "\n", + "![image.png](attachment:image.png)\n", + "\n", + "
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This network uses neurons with a decaying-exponential shaped postsynaptic current. Let's first generate the code for those." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[11,neuromodulated_stdp88712fce9134422ea34eade734bde898_nestml, WARNING, [18:4;18:13]]: Variable 'b' has the same name as a physical unit!\n", + "[21,neuromodulated_stdp88712fce9134422ea34eade734bde898_nestml, WARNING, [18:4;18:13]]: Variable 'b' has the same name as a physical unit!\n", + "[43,neuromodulated_stdp88712fce9134422ea34eade734bde898_nestml__with_iaf_psc_exp88712fce9134422ea34eade734bde898_nestml, WARNING, [18:4;18:13]]: Variable 'b' has the same name as a physical unit!\n", + "[56,neuromodulated_stdp88712fce9134422ea34eade734bde898_nestml__with_iaf_psc_exp88712fce9134422ea34eade734bde898_nestml, WARNING, [18:4;18:13]]: Variable 'b' has the same name as a physical unit!\n", + "[60,neuromodulated_stdp88712fce9134422ea34eade734bde898_nestml__with_iaf_psc_exp88712fce9134422ea34eade734bde898_nestml, WARNING, [18:4;18:13]]: Variable 'b' has the same name as a physical unit!\n" + ] + } + ], + "source": [ + "# generate and build code\n", + "module_name, neuron_model_name, synapse_model_name = \\\n", + " generate_code_for(\"models/neurons/iaf_psc_exp.nestml\",\n", + " nestml_stdp_dopa_model,\n", + " post_ports=[\"post_spikes\"],\n", + " mod_ports=[\"mod_spikes\"])\n", + "\n", + "# load dynamic library (NEST extension module) into NEST kernel\n", + "nest.ResetKernel()\n", + "nest.Install(module_name)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, we define the network and the simulation parameters." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "# simulation parameters\n", + "\n", + "dt = .1 # the resolution in ms\n", + "delay = 1. # synaptic delay in ms\n", + "total_t_sim = 10000. # [ms]\n", + "\n", + "# parameters for balanced network\n", + "\n", + "g = 4. # ratio inhibitory weight/excitatory weight\n", + "epsilon = .1 # connection probability\n", + "NE = 800 # number of excitatory neurons\n", + "NI = 200 # number of inhibitory neurons\n", + "N_neurons = NE + NI # number of neurons in total\n", + "N_rec = 50 # record from 50 neurons\n", + "\n", + "CE = int(epsilon * NE) # number of excitatory synapses per neuron\n", + "CI = int(epsilon * NI) # number of inhibitory synapses per neuron\n", + "C_tot = int(CI + CE) # total number of synapses per neuron\n", + "\n", + "# neuron parameters\n", + "\n", + "tauSyn = 1. # synaptic time constant [ms]\n", + "tauMem = 10. # time constant of membrane potential [ms]\n", + "CMem = 300. # capacitance of membrane [pF]\n", + "\n", + "neuron_params_exc = {\"C_m\": CMem,\n", + " \"tau_m\": tauMem,\n", + " \"tau_syn_exc\": tauSyn,\n", + " \"tau_syn_inh\": tauSyn,\n", + " \"t_ref\": 4.0,\n", + " \"E_L\": -65.,\n", + " \"V_reset\": -5., # relative to E_L\n", + " \"V_abs\": 0.,\n", + " \"Theta\": 9.6, # relative to E_L\n", + " \"I_e\": 0. # [pA]\n", + "}\n", + "neuron_params_inh = {\"C_m\": CMem,\n", + " \"tau_m\": tauMem,\n", + " \"tau_syn_exc\": tauSyn,\n", + " \"tau_syn_inh\": tauSyn,\n", + " \"t_ref\": 2.0,\n", + " \"E_L\": -65.,\n", + " \"V_reset\": -5, # relative to E_L\n", + " \"V_abs\": 0.,\n", + " \"Theta\": 8.6} # relative to E_L\n", + "\n", + "# J_ex should be large enough so that when stimulus excites the subgroup cells,\n", + "# the subgroup cells cause an excitatory transient in the network to establish\n", + "# a causal STDP timing and positive eligibility trace in the synapses\n", + "J_ex = 300. # amplitude of excitatory postsynaptic current\n", + "J_in = -g * J_ex # amplitude of inhibitory postsynaptic current\n", + "J_poisson = 2500.\n", + "J_stim = 5000.\n", + "\n", + "p_rate = 5. # external Poisson generator rate [s^-1]\n", + "\n", + "# synapse parameters\n", + "\n", + "learning_rate = .1 # multiplier for weight updates\n", + "tau_c = 200. # [ms]\n", + "tau_n = 200. # [ms]\n", + "\n", + "# stimulus parameters\n", + "\n", + "n_subgroups = 2 # = n_stimuli\n", + "subgroup_size = 50 # per subgroup, this many neurons are stimulated when stimulus is presented\n", + "reinforced_subgroup_idx = 0\n", + "stimulus_rate = 5. # [s^-1]\n", + "\n", + "min_stimulus_presentation_delay = 10. # minimum time between presenting stimuli [ms]\n", + "\n", + "min_dopa_reinforcement_delay = 10. # [ms]\n", + "max_dopa_reinforcement_delay = 30. # [ms]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "With the parameters defined, we are ready to instantiate and connect the network." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "--> Stimuli will be presented at times: [502.0, 1217.0, 1247.0, 1513.0, 1615.0, 1951.0, 2007.0, 2040.0, 2371.0, 3419.0, 3509.0, 3604.0, 3801.0, 3918.0, 4088.0, 4259.0, 4427.0, 4881.0, 4891.0, 5568.0, 5578.0, 5811.0, 5920.0, 6527.0, 7013.0, 7302.0, 7378.0, 7406.0, 7608.0, 7789.0, 7799.0, 7887.0, 8050.0, 8213.0, 8356.0, 8396.0, 8508.0, 8841.0, 8945.0, 8966.0, 8976.0, 9005.0, 9287.0, 9678.0, 9807.0, 9945.0, 10046.0]\n", + "--> t_dopa_spikes = [513.0, 1274.0, 1629.0, 2051.0, 2385.0, 3443.0, 3529.0, 3621.0, 3830.0, 4107.0, 4449.0, 4908.0, 4915.0, 7030.0, 7404.0, 7425.0, 7629.0, 7812.0, 7813.0, 8241.0, 8417.0, 8531.0, 8988.0, 9027.0, 9688.0, 9970.0]\n" + ] + } + ], + "source": [ + "nest.ResetKernel()\n", + "nest.set_verbosity(\"M_ALL\")\n", + "nest.local_num_threads = 4\n", + "\n", + "nest.resolution = dt\n", + "nest.print_time = True\n", + "nest.overwrite_files = True\n", + "\n", + "nodes_ex = nest.Create(neuron_model_name, NE, params=neuron_params_exc)\n", + "nodes_in = nest.Create(neuron_model_name, NI, params=neuron_params_inh)\n", + "noise = nest.Create(\"poisson_generator\", params={\"rate\": p_rate})\n", + "vt_spike_times = []\n", + "vt_sg = nest.Create(\"spike_generator\",\n", + " params={\"spike_times\": vt_spike_times,\n", + " \"allow_offgrid_times\": True})\n", + "\n", + "espikes = nest.Create(\"spike_recorder\")\n", + "ispikes = nest.Create(\"spike_recorder\")\n", + "spikedet_vt = nest.Create(\"spike_recorder\")\n", + "\n", + "# create volume transmitter\n", + "vt = nest.Create(\"volume_transmitter\")\n", + "vt_parrot = nest.Create(\"parrot_neuron\")\n", + "nest.Connect(vt_sg, vt_parrot)\n", + "nest.Connect(vt_parrot, vt, syn_spec={\"synapse_model\": \"static_synapse\",\n", + " \"weight\": 1.,\n", + " \"delay\": 1.}) # delay is ignored\n", + "vt_gid = vt.get(\"global_id\")\n", + "\n", + "# set up custom synapse models\n", + "wr = nest.Create(\"weight_recorder\")\n", + "nest.CopyModel(synapse_model_name, \"excitatory\",\n", + " {\"weight_recorder\": wr, \"w\": J_ex, \"the_delay\": delay, \"receptor_type\": 0,\n", + " \"vt\": vt_gid, \"A_plus\": learning_rate * 1., \"A_minus\": learning_rate * 1.5,\n", + " \"tau_n\": tau_n,\n", + " \"tau_c\": tau_c})\n", + "\n", + "nest.CopyModel(\"static_synapse\", \"inhibitory\",\n", + " {\"weight\": J_in, \"delay\": delay})\n", + "nest.CopyModel(\"static_synapse\", \"poisson\",\n", + " {\"weight\": J_poisson, \"delay\": delay})\n", + "\n", + "# make subgroups: pick from excitatory population. subgroups can overlap, but\n", + "# each group consists of `subgroup_size` unique neurons\n", + "\n", + "subgroup_indices = n_subgroups * [[]]\n", + "for i in range(n_subgroups):\n", + " ids_nonoverlapping = False\n", + " # TODO: replace while loop with:\n", + " # subgroup_indices[i] = np.sort(np.random.choice(NE, size=subgroup_size, replace=False))\n", + " while not ids_nonoverlapping:\n", + " ids = np.random.randint(0, NE, subgroup_size)\n", + " ids_nonoverlapping = len(np.unique(ids)) == subgroup_size\n", + " ids.sort()\n", + " subgroup_indices[i] = ids\n", + " \n", + "# make one spike generator and one parrot neuron for each subgroup\n", + "stim_sg = nest.Create(\"spike_generator\", n_subgroups)\n", + "stim_parrots = nest.Create(\"parrot_neuron\", n_subgroups)\n", + "\n", + "# make recording devices\n", + "stim_spikes_rec = nest.Create(\"spike_recorder\")\n", + "mm = nest.Create(\"multimeter\", params={'record_from': ['V_m'], 'interval': dt})\n", + "mms = [nest.Create(\"multimeter\", params={'record_from': ['V_m'], 'interval': dt}) for _ in range(10)]\n", + "\n", + "# connect everything up\n", + "nest.Connect(stim_parrots, stim_spikes_rec, syn_spec=\"static_synapse\")\n", + "nest.Connect(noise, nodes_ex + nodes_in, syn_spec=\"poisson\")\n", + "nest.Connect(mm, nodes_ex[0])\n", + "[nest.Connect(mms[i], nodes_ex[i]) for i in range(10)]\n", + "\n", + "nest.Connect(stim_sg, stim_parrots, \"one_to_one\")\n", + "\n", + "for i in range(n_subgroups):\n", + " nest.Connect(stim_parrots[i], nodes_ex[subgroup_indices[i]], \"all_to_all\", syn_spec={\"weight\": J_stim})\n", + "\n", + "conn_params_ex = {'rule': 'fixed_indegree', 'indegree': CE}\n", + "nest.Connect(nodes_ex, nodes_ex + nodes_in, conn_params_ex, \"excitatory\")\n", + "\n", + "conn_params_in = {'rule': 'fixed_indegree', 'indegree': CI}\n", + "nest.Connect(nodes_in, nodes_ex + nodes_in, conn_params_in, \"inhibitory\")\n", + "\n", + "nest.Connect(vt_parrot, spikedet_vt)\n", + "\n", + "nest.Connect(nodes_ex, espikes, syn_spec=\"static_synapse\")\n", + "nest.Connect(nodes_in, ispikes, syn_spec=\"static_synapse\")\n", + "\n", + "# generate stimulus timings (input stimulus and reinforcement signal)\n", + "\n", + "t_dopa_spikes = []\n", + "t_pre_sg_spikes = [[] for _ in range(n_subgroups)] # mapping from subgroup_idx to a list of spike (or presentation) times of that subgroup\n", + "\n", + "t = 0. # [ms]\n", + "ev_timestamps = []\n", + "while t < total_t_sim:\n", + " # jump to time of next stimulus presentation\n", + " dt_next_stimulus = max(min_stimulus_presentation_delay, np.round(random.expovariate(stimulus_rate) * 1000)) # [ms]\n", + " t += dt_next_stimulus\n", + "\n", + " ev_timestamps.append(t)\n", + " \n", + " # apply stimulus\n", + " subgroup_idx = np.random.randint(0, n_subgroups)\n", + " t_pre_sg_spikes[subgroup_idx].append(t)\n", + "\n", + " # reinforce?\n", + " if subgroup_idx == reinforced_subgroup_idx:\n", + " # fire a dopa spike some time after the current time\n", + " t_dopa_spike = t + min_dopa_reinforcement_delay + np.random.randint(max_dopa_reinforcement_delay - min_dopa_reinforcement_delay)\n", + " t_dopa_spikes.append(t_dopa_spike)\n", + "\n", + "print(\"--> Stimuli will be presented at times: \" + str(ev_timestamps))\n", + " \n", + "# set the spike times in the spike generators\n", + "for i in range(n_subgroups):\n", + " t_pre_sg_spikes[i].sort()\n", + " stim_sg[i].spike_times = t_pre_sg_spikes[i]\n", + "\n", + "t_dopa_spikes.sort()\n", + "vt_sg.spike_times = t_dopa_spikes\n", + "\n", + "print(\"--> t_dopa_spikes = \" + str(t_dopa_spikes))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Run the simulation. Instead of just running from start to finish in one go:" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "# nest.Simulate(total_t_sim)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "we split the simulation into equally-sized chunks, so that we can measure and record the state of some internal variables inbetween:" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "def run_chunked_simulation(n_chunks, all_nodes, reinforced_group_nodes, not_reinforced_group_nodes):\n", + " # init log\n", + " log = {}\n", + " log[\"t\"] = []\n", + " log[\"w_net\"] = []\n", + " recordables = [\"c_sum\", \"w_avg\", \"n_avg\"]\n", + " for group in [\"reinforced_group\", \"not_reinforced_group\"]:\n", + " log[group] = {}\n", + " for recordable in recordables:\n", + " log[group][recordable] = []\n", + " \n", + " nest.Prepare()\n", + " for i in range(n_chunks):\n", + " print(str(np.round(100 * i / n_chunks)) + \"%\")\n", + "\n", + " # simulate one chunk\n", + " nest.Run(total_t_sim // n_chunks)\n", + "\n", + " # log current values\n", + " log[\"t\"].append(nest.GetKernelStatus(\"biological_time\"))\n", + "\n", + " syn_reinforced_subgroup = nest.GetConnections(source=reinforced_group_nodes, synapse_model=\"excitatory\")\n", + " syn_nonreinforced_subgroup = nest.GetConnections(source=not_reinforced_group_nodes, synapse_model=\"excitatory\")\n", + " syn_all = nest.GetConnections(source=all_nodes, synapse_model=\"excitatory\")\n", + "\n", + " log[\"w_net\"].append(np.mean(syn_all.w))\n", + "\n", + " log[\"reinforced_group\"][\"w_avg\"].append(np.mean(syn_reinforced_subgroup.get(\"w\")))\n", + " log[\"not_reinforced_group\"][\"w_avg\"].append(np.mean(syn_nonreinforced_subgroup.get(\"w\")))\n", + "\n", + " log[\"reinforced_group\"][\"c_sum\"].append(np.sum(syn_reinforced_subgroup.get(\"c\")))\n", + " log[\"not_reinforced_group\"][\"c_sum\"].append(np.sum(syn_nonreinforced_subgroup.get(\"c\")))\n", + "\n", + " log[\"reinforced_group\"][\"n_avg\"].append(np.mean(syn_reinforced_subgroup.get(\"n\")))\n", + " log[\"not_reinforced_group\"][\"n_avg\"].append(np.mean(syn_nonreinforced_subgroup.get(\"n\")))\n", + " nest.Cleanup()\n", + "\n", + " return log" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.0%\n", + "1.0%\n", + "2.0%\n", + "3.0%\n", + "4.0%\n", + "5.0%\n", + "6.0%\n", + "7.0%\n", + "8.0%\n", + "9.0%\n", + "10.0%\n", + "11.0%\n", + "12.0%\n", + "13.0%\n", + "14.0%\n", + "15.0%\n", + "16.0%\n", + "17.0%\n", + "18.0%\n", + "19.0%\n", + "20.0%\n", + "21.0%\n", + "22.0%\n", + "23.0%\n", + "24.0%\n", + "25.0%\n", + "26.0%\n", + "27.0%\n", + "28.0%\n", + "29.0%\n", + "30.0%\n", + "31.0%\n", + "32.0%\n", + "33.0%\n", + "34.0%\n", + 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"not_reinforced_group_nodes = nodes_ex[subgroup_indices[1 - reinforced_subgroup_idx]]\n", + "\n", + "n_chunks = 100\n", + "\n", + "log = run_chunked_simulation(n_chunks,\n", + " all_nodes,\n", + " reinforced_group_nodes,\n", + " not_reinforced_group_nodes)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Print some network statistics:" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Balanced network simulation statistics:\n", + "Number of neurons : 1000\n", + "Number of synapses: 100000\n", + " Exitatory : 81000\n", + " Inhibitory : 20000\n", + "Excitatory rate : 11.84 Hz\n", + "Inhibitory rate : 2.92 Hz\n", + "Actual times of stimulus presentation: [1218. 1514. 1952. 2008. 3919. 4260. 5569. 5579. 5812. 5921. 6528. 7303.\n", + " 7888. 8051. 8357. 8842. 8946. 8977. 9288. 9808. 503. 1248. 1616. 2041.\n", + " 2372. 3420. 3510. 3605. 3802. 4089. 4428. 4882. 4892. 7014. 7379. 7407.\n", + " 7609. 7790. 7800. 8214. 8397. 8509. 8967. 9006. 9679. 9946.]\n", + "Actual t_dopa_spikes = [ 514. 1275. 1630. 2052. 2386. 3444. 3530. 3622. 3831. 4108. 4450. 4909.\n", + " 4916. 7031. 7405. 7426. 7630. 7813. 7814. 8242. 8418. 8532. 8989. 9028.\n", + " 9689. 9971.]\n" + ] + } + ], + "source": [ + "events_ex = espikes.n_events\n", + "events_in = ispikes.n_events\n", + "\n", + "rate_ex = events_ex / total_t_sim * 1000.0 / N_rec\n", + "rate_in = events_in / total_t_sim * 1000.0 / N_rec\n", + "\n", + "num_synapses = (nest.GetDefaults(\"excitatory\")[\"num_connections\"] +\n", + " nest.GetDefaults(\"inhibitory\")[\"num_connections\"])\n", + "\n", + "print(\"Balanced network simulation statistics:\")\n", + "print(f\"Number of neurons : {N_neurons}\")\n", + "print(f\"Number of synapses: {num_synapses}\")\n", + "print(f\" Exitatory : {int(CE * N_neurons) + N_neurons}\")\n", + "print(f\" Inhibitory : {int(CI * N_neurons)}\")\n", + "print(f\"Excitatory rate : {rate_ex:.2f} Hz\")\n", + "print(f\"Inhibitory rate : {rate_in:.2f} Hz\")\n", + "print(\"Actual times of stimulus presentation: \" + str(stim_spikes_rec.events[\"times\"]))\n", + "print(\"Actual t_dopa_spikes = \" + str(spikedet_vt.get(\"events\")[\"times\"]))\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Rasterplot of network activity\n", + "\n", + "N.B. orange diamonds indicate dopamine spikes." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "def _histogram(a, bins=10, bin_range=None, normed=False):\n", + " \"\"\"Calculate histogram for data.\n", + "\n", + " Parameters\n", + " ----------\n", + " a : list\n", + " Data to calculate histogram for\n", + " bins : int, optional\n", + " Number of bins\n", + " bin_range : TYPE, optional\n", + " Range of bins\n", + " normed : bool, optional\n", + " Whether distribution should be normalized\n", + "\n", + " Raises\n", + " ------\n", + " ValueError\n", + " \"\"\"\n", + " from numpy import asarray, iterable, linspace, sort, concatenate\n", + "\n", + " a = asarray(a).ravel()\n", + "\n", + " if bin_range is not None:\n", + " mn, mx = bin_range\n", + " if mn > mx:\n", + " raise ValueError(\"max must be larger than min in range parameter\")\n", + "\n", + " if not iterable(bins):\n", + " if bin_range is None:\n", + " bin_range = (a.min(), a.max())\n", + " mn, mx = [mi + 0.0 for mi in bin_range]\n", + " if mn == mx:\n", + " mn -= 0.5\n", + " mx += 0.5\n", + " bins = linspace(mn, mx, bins, endpoint=False)\n", + " else:\n", + " if (bins[1:] - bins[:-1] < 0).any():\n", + " raise ValueError(\"bins must increase monotonically\")\n", + "\n", + " # best block size probably depends on processor cache size\n", + " block = 65536\n", + " n = sort(a[:block]).searchsorted(bins)\n", + " for i in range(block, a.size, block):\n", + " n += sort(a[i:i + block]).searchsorted(bins)\n", + " n = concatenate([n, [len(a)]])\n", + " n = n[1:] - n[:-1]\n", + "\n", + " if normed:\n", + " db = bins[1] - bins[0]\n", + " return 1.0 / (a.size * db) * n, bins\n", + " else:\n", + " return n, bins\n", + "\n", + "ev = espikes.get(\"events\")\n", + "ts, node_ids = ev[\"times\"], ev[\"senders\"]\n", + "hist_binwidth = 10. # [ms]\n", + " \n", + "fig, ax = plt.subplots(nrows=2, gridspec_kw={\"height_ratios\": (2, 1)})\n", + "ax[0].plot(ts, node_ids, \".\")\n", + "ax[0].scatter(t_dopa_spikes, np.zeros_like(t_dopa_spikes), marker=\"d\", c=\"orange\", alpha=.8, zorder=99)\n", + "ax[0].set_ylabel(\"Neuron ID\")\n", + "\n", + "t_bins = np.arange(\n", + " np.amin(ts), np.amax(ts),\n", + " float(hist_binwidth)\n", + ")\n", + "n, _ = _histogram(ts, bins=t_bins)\n", + "num_neurons = len(np.unique(node_ids))\n", + "heights = 1000 * n / (hist_binwidth * num_neurons)\n", + "ax[1].bar(t_bins, heights, width=hist_binwidth, color=\"tab:blue\", edgecolor=\"none\")\n", + "ax[1].set_yticks([\n", + " int(x) for x in\n", + " np.linspace(0, int(max(heights) * 1.1) + 5, 4)\n", + "])\n", + "ax[1].set_ylabel(\"Rate [s${}^{-1}$]\")\n", + "ax[0].set_xticklabels([])\n", + "ax[-1].set_xlabel(\"Time [ms]\")\n", + "for _ax in ax:\n", + " _ax.set_xlim(0., total_t_sim)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plot membrane potential of 10 random excitatory cells\n", + "\n", + "This helps to check if the network is in a balanced excitation/inhibition regime." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "for i in range(10):\n", + " ax.plot(mms[i].get(\"events\")[\"times\"], mms[i].get(\"events\")[\"V_m\"], label=\"V_m\")\n", + "ax.set_xlim(0., total_t_sim)\n", + "ax.set_ylabel(\"$V_m$ [mV]\")\n", + "ax.set_xlabel(\"Time [ms]\")\n", + "\n", + "None" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Timeseries\n", + "\n", + "We should verify that the dopamine concentration is the same in group and nongroup neurons.\n", + "\n", + "Note that the timeseries resolution (due to the chunking of the simulation) could be too low to see fast dopamine dynamics. Use more chunks to increase the temporal resolution of this plot, or fewer to speed up the simulation. Consider the relationship between $\\tau_d$ and how many chunks we need to adequately visualize the dynamics." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig,ax = plt.subplots()\n", + "\n", + "ax.plot(log[\"t\"], log[\"reinforced_group\"][\"n_avg\"], label=\"avg dopa group\", linestyle=\":\", markersize=10, alpha=.7, marker=\"x\")\n", + "ax.plot(log[\"t\"], log[\"not_reinforced_group\"][\"n_avg\"], label=\"avg dopa nongroup\", linestyle=\"--\", alpha=.7, marker=\"o\")\n", + "ax.legend()\n", + "\n", + "ax.set_xlim(0., total_t_sim)\n", + "ax.set_xlabel(\"Time [ms]\")\n", + "ax.set_ylabel(\"Dopamine concentration [a.u.]\")\n", + "\n", + "None" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In any case, all synapses seem to be receiving the same dopamine signal.\n", + "\n", + "Now plot the average eligibility trace $c$ for group and nongroup neurons:" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig,ax = plt.subplots(figsize=(8, 3))\n", + "ax.plot(log[\"t\"], log[\"reinforced_group\"][\"c_sum\"], label=\"group sum\")\n", + "ax.plot(log[\"t\"], log[\"not_reinforced_group\"][\"c_sum\"], label=\"nongroup sum\")\n", + "ax.scatter(t_dopa_spikes, np.zeros_like(t_dopa_spikes), marker=\"d\", c=\"orange\", alpha=.8, zorder=99)\n", + "ax.set_xlim(0., total_t_sim)\n", + "ax.set_xlabel(\"Time [ms]\")\n", + "ax.set_ylabel(\"Eligibility trace\")\n", + "ax.legend()\n", + "\n", + "None" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig,ax = plt.subplots(nrows=2, gridspec_kw={\"height_ratios\": (2, 1)})\n", + "\n", + "ax[0].plot(log[\"t\"], log[\"reinforced_group\"][\"w_avg\"], label=\"group\")\n", + "ax[0].plot(log[\"t\"], log[\"not_reinforced_group\"][\"w_avg\"], label=\"nongroup\")\n", + "ax[0].plot(log[\"t\"], log[\"w_net\"], label=\"net\")\n", + "ax[1].plot(log[\"t\"], np.array(log[\"reinforced_group\"][\"w_avg\"]) - np.array(log[\"not_reinforced_group\"][\"w_avg\"]),\n", + " label=\"group - nongroup\", c=\"tab:red\")\n", + "for _ax in ax:\n", + " _ax.legend()\n", + " _ax.set_xlim(0., total_t_sim)\n", + "\n", + "ax[-1].set_xlabel(\"Time [ms]\")\n", + "ax[0].set_xticklabels([])\n", + "ax[0].set_ylabel(\"Average weight                                                      \")\n", + "\n", + "None" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can also plot all `subgroup_size` weights over time for the reinforced and non-reinforced groups as a scatterplot." + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + " group_weight_times = [[] for _ in range(n_subgroups)]\n", + "group_weight_values = [[] for _ in range(n_subgroups)]\n", + " \n", + "senders = np.array(wr.events[\"senders\"])\n", + "\n", + "for subgroup_idx in range(n_subgroups):\n", + " nodes_ex_gids = nodes_ex[subgroup_indices[subgroup_idx]].tolist()\n", + " idx = [np.where(senders == nodes_ex_gids[i])[0] for i in range(subgroup_size)]\n", + " idx = [item for sublist in idx for item in sublist]\n", + " group_weight_times[subgroup_idx] = wr.events[\"times\"][idx]\n", + " group_weight_values[subgroup_idx] = wr.events[\"weights\"][idx]\n", + "\n", + "fig, ax = plt.subplots()\n", + "for subgroup_idx in range(n_subgroups):\n", + " if subgroup_idx == reinforced_subgroup_idx:\n", + " c = \"red\"\n", + " zorder = 99\n", + " marker = \"x\"\n", + " label = \"group\"\n", + " else:\n", + " c = \"blue\"\n", + " zorder=1\n", + " marker = \"o\"\n", + " label = \"nongroup\"\n", + " \n", + " ax.scatter(group_weight_times[subgroup_idx], group_weight_values[subgroup_idx], c=c, alpha=.5, zorder=zorder, marker=marker, label=label)\n", + "\n", + "ax.set_ylabel(\"Weight\")\n", + "ax.set_xlabel(\"Time [ms]\")\n", + "ax.legend()\n", + "\n", + "None" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Citations\n", + "---------\n", + "\n", + "[1] Mikaitis M, Pineda García G,\n", + "Knight JC and Furber SB (2018)\n", + "Neuromodulated Synaptic Plasticity\n", + "on the SpiNNaker Neuromorphic\n", + "System. Front. Neurosci. 12:105.\n", + "doi: 10.3389/fnins.2018.00105\n", + "\n", + "[2] PyGeNN: A Python library for GPU-enhanced neural networks, James C. Knight, Anton Komissarov, Thomas Nowotny. Frontiers\n", + "\n", + "[3] Eugene M. Izhikevich. Solving the distal reward problem through linkage of STDP and dopamine signaling. Cerebral Cortex 17, no. 10 (2007): 2443-2452.\n", + "\n", + "[4] Nicolas Brunel. Dynamics of sparsely connected networks of excitatory and inhibitory spiking neurons. Journal of Computational Neuroscience 8(3):183-208 (2000)\n", + "\n", + "\n", + "Acknowledgements\n", + "----------------\n", + "\n", + "This software was developed in part or in whole in the Human Brain Project, funded from the European Union’s Horizon 2020 Framework Programme for Research and Innovation under Specific Grant Agreements No. 720270, No. 785907 and No. 945539 (Human Brain Project SGA1, SGA2 and SGA3).\n", + "\n", + "The authors would like to thank James Knight, Garibaldi García and Mantas Mikaitis for their kind and helpful feedback.\n", + "\n", + "\n", + "License\n", + "-------\n", + "\n", + "This notebook (and associated files) is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 2 of the License, or (at your option) any later version.\n", + "\n", + "This notebook (and associated files) is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.2" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/doc/tutorials/tutorials_list.rst b/doc/tutorials/tutorials_list.rst index 9591b808d..0310b9dd3 100644 --- a/doc/tutorials/tutorials_list.rst +++ b/doc/tutorials/tutorials_list.rst @@ -24,3 +24,7 @@ Creating synapse models * :doc:`Triplet STDP synapse ` A triplet STDP rule is sensitive to third-order correlations of pre- and postsynaptic spike times, and accounts better for experimentally seen dependence on timing and frequency. + +* :doc:`Dopamine-modulated STDP synapse ` + + Adding dopamine modulation to the weight update rule of an STDP synapse allows it to be used in reinforcement learning tasks. This allows a network to learn which of the many cues and actions preceding a reward should be credited for the reward.