Brain Dynamics Programming in Python

🔥 This repo compiles top conference papers and code for Spiking Neural Networks research. The project is actively evolving. 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。

NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python

Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurrent neural network models.

PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym

Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent models.

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

Research Project regarding Satellite Image Recognition using SNN

PyPi package of Reward-Modulated Self Organizing Recurrent Neural Network

CSDP: Biological Credit Assignment for Spiking Neural Circuits

Redirect repo for the paper " Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations"