Brain Dynamics Programming in Python
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Dec 16, 2024 - Python
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brain-inspired-computing
Here are 12 public repositories matching this topic...
🔥 This repo collects top international conference papers, codes about Spiking Neural Networks. 本仓库收集了脉冲神经网络领域的顶会顶刊论文和代码，正在持续更新中。
awesome awesome-list spiking-neural-networks conference-paper snn neuromorphic-computing paper-list brain-inspired-computing spiking-neural-network
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Nov 24, 2024
NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python
python machine-learning neuroscience computational-neuroscience neural-networks cognitive-science spiking-neural-networks free-energy learning-algorithms hebbian-learning credit-assignment jax spiking-networks predictive-coding biological-neural-networks local-learning brain-inspired-computing credit-assignment-problem spike-timing-dependent-plasticity predictive-processing
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Dec 16, 2024 - Python
Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurrent neural network models.
machine-learning tensorflow neuroscience recurrent-networks neural-networks cognitive-science learning-algorithms credit-assignment predictive-coding biological-neural-networks local-learning brain-inspired-computing forward-forward forward-learning forward-pass-learning predictive-forward-forward
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Apr 2, 2023 - Python
PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym
machine-learning reinforcement-learning complex-networks reservoir-computing neuroinformatics hopfield-network hebbian-learning autonomous-agents cortical-learning cortical-network point-neurons self-organizing-network neuroplasticity bolzmann-machines neuro-computing brain-inspired-computing sorn self-organizing-criticality associative-networks
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Sep 4, 2024 - Python
Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent models.
machine-learning neuroscience neural-networks cognitive-science jax predictive-coding active-inference brain-inspired-computing
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Feb 19, 2024 - Python
We introduce Local recurrent Predictive coding model termed as Parallel temporal Neural Coding Network. Unlike classical RNNs, our model is pure local and doesn't require computing gradients backward in time; thus computationally more efficient compared to BPTT and can be used for online learning
machine-learning numpy neuroscience recurrent-neural-networks cognitive-science language-model predictive-coding biological-neural-networks tensorflow2 local-learning brain-inspired-computing
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Nov 29, 2023 - Python
[ASP-DAC 2025] "NeuronQuant: Accurate and Efficient Post-Training Quantization for Spiking Neural Networks" Official Implementation
spiking-neural-networks neuromorphic neuromorphic-computing brain-inspired-computing post-training-quantization
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Sep 29, 2024 - Python
CSDP: Biological Credit Assignment for Spiking Neural Circuits
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Oct 29, 2024 - Python
Research Project regarding Satellite Image Recognition using SNN
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Dec 21, 2020 - Jupyter Notebook
Redirect repo for the paper " Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations"
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Dec 20, 2023
PyPi package of Reward-Modulated Self Organizing Recurrent Neural Network
machine-learning reinforcement-learning deep-learning neuroscience spiking-neural-networks dynamical-modeling criticality artifical-intelligense spiking-cortical-model self-organizing-network brain-inspired-computing
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Dec 8, 2022 - Python
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