Brain Dynamics Programming in Python
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Oct 21, 2025 - Jupyter Notebook
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brain-inspired-computing
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🔥 This repository compiles research papers (from top-tier conferences and journals) and code implementations in the field of Spiking Neural Networks (SNNs). 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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Oct 14, 2025 - HTML
NGC-Learn: Neurobiological Systems Simulation and NeuroAI Design 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 spike-timing-dependent-plasticity predictive-processing neuroai
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Oct 8, 2025 - 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
[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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Mar 6, 2025 - 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
CSDP: Biological Credit Assignment for Spiking Neural Circuits
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May 1, 2025 - Python
A Python Library for Continuous Attractor Neural Networks
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Oct 23, 2025 - Python
Research Project regarding Satellite Image Recognition using SNN
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Dec 21, 2020 - Jupyter Notebook
Enabling Event-driven Computation in Brain Dynamics
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Oct 23, 2025 - Python
Redirect repo for the paper " Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations"
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Dec 20, 2023
STAC (Spiking Transformer Augmenting Cognition) converts pretrained transformer LLMs (e.g., DistilGPT-2, SmolLM2-1.7B-Instruct) into energy-efficient Spiking Neural Networks (SNNs) while preserving coherent multi-turn conversational ability.
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Aug 1, 2025 - Python
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
This project explores Geoffrey Hinton's Forward-Forward algorithm. It includes a from-scratch implementation of Backpropagation in MATLAB to benchmark against the official FF implementation.
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Jun 10, 2025 - MATLAB
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