Popular GitHub Repositories for Hebbian Learning

Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686

A lightweight and flexible framework for Hebbian learning in PyTorch.

Python implementation of the Epigenetic Robotic Architecture (ERA). It includes standalone classes for Self-Organizing Maps (SOM) and Hebbian Networks.

unsupervised learning of natural images -- à la SparseNet.

Computational Neuroscience projects.

Malleable spiking neural network framework and training platform.

Create and Evolve AI animal robots

RL-MUJOCO uses optimization-based algorithms such as SAC, DDPG, and PPO, as well as bio-plausible algorithms such as Hebbian PPO and Kolen-Pollack PPO to simulate multiple environments within the gym.

A Hedonistic Hebbian Neural Network in python.

Developmental Braitenberg Vehicles. Software and associated materials for enhanced BVs with developmentally inspired nervous systems.

eSpinn -- evolving Spiking Neural Networks