Top hebbian-learning open source projects

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

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python TeX Dockerfile machine-learning reinforcement-learning complex-networks reservoir-computing neuroinformatics hopfield-network hebbian-learning autonomous-agents cortical-learning cortical-network point-neurons self-organizing-network neuroplasticity bolzmann-machines neuro-computing brain-inspired-computing sorn self-organizing-criticality associative-networks

HebbianMetaLearning

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

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python reinforcement-learning hebbian-learning meta-learning lifelong-learning hebbian neurips-2020 hebbian-plasticity

pyERA

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

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python som artificial-neural-networks hebbian-learning self-organizing-map

Top 3 hebbian-learning open source projects