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Malleable spiking neural network framework and training platform.
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
Computational Neuroscience projects.
unsupervised learning of natural images -- à la SparseNet.
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.