HebbianMetaLearning

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.

Pytorch implementation of Hebbian learning algorithms to train deep convolutional neural networks.

Studying collective memories of internet users using Wikipedia viewership statistics

Pytorch implementation of Hebbian learning algorithms to train deep convolutional neural networks.

Computational Neuroscience projects.

unsupervised learning of natural images -- à la SparseNet.

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.