spikey

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.

Studying collective memories of internet users using Wikipedia viewership statistics

unsupervised learning of natural images -- à la SparseNet.

Computational Neuroscience projects.

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.

eSpinn -- evolving Spiking Neural Networks