Liquid State Machines in Python and NEST
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Nov 6, 2020 - Python
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liquid-state-machine
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A Liquid State Machine using quantized neurons that are operating on lower-bit representations and fixed point computations. It provides a next step towards the implementation of efficient accelerators that can be used in the field of neuromorphic computing.
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Apr 8, 2024 - Jupyter Notebook
A library that you can use to build spiking neural network brains for your Arduino robots! Largely allows you to follow the paradigms of liquid state machines with LIF neurons.
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Nov 21, 2015 - C++
Short-Term Plasticity in a Liquid State Machine Biomimetic Robot Arm Controller
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Jul 25, 2017 - Jupyter Notebook
Neurorobotic Simulations on the Degradation of Multiple Column Liquid State Machines
spiking-neural-networks
robot-controller
decimation
humanoid-robots
lsm
snn
liquid-state-machine
degradation
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Jul 25, 2017 - Jupyter Notebook
Learning in Model Space based on Liquid State Machine
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Oct 1, 2017 - MATLAB
Criticality analysis on complex networks using Power-law scaling functions, exponential relations, and phase transitions
complex-networks
echo-state-networks
reservoir-computing
hebbian-learning
self-organized-criticality
criticality
hierarchical-temporal-memory
liquid-state-machine
self-organizing-network
neuroplasticity
complex-system
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Mar 26, 2024 - Python
Repo of the bachelor thesis 'Dynamic memory traces for sequence learning in spiking networks'
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Nov 22, 2022 - Python
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