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9 search results found

Ngc Learn ⭐ 71

NGC-Learn: Predictive Coding and Neurobiologically-Motivated Learning in Python

Hebbianmetalearning ⭐ 55

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

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

Hopfield Network ⭐ 28

Hopfield network implemented with Python

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

NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch

Code for Limbacher, T. and Legenstein, R. (2020). H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks

A La Mode ⭐ 7

A neural network model builder, leveraging a neuro-symbolic interface.

Malleable spiking neural network framework and training platform.

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