hebbian-plasticity

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Here are 8 public repositories matching this topic...

enajx / HebbianMetaLearning

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

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

Updated Jul 28, 2021
Python

fmi-basel / latent-predictive-learning

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Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory networks"

deep-learning self-supervised-learning hebbian-plasticity

Updated Jan 14, 2025
Jupyter Notebook

arnaumarin / Hopfield-DNN-Artifact-BCI

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Code for paper NeurIPS AMHN 2023

deep-neural-networks computational-neuroscience hopfield-network hebbian-learning brain-computer-interface hebbian-learning-rule hopfield-neural-network hebbian hebbian-plasticity

Updated Nov 19, 2024
Python

FabioMurgese / computational-neuroscience

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Computational Neuroscience projects.

laser esn rnn echo-state-networks reservoir-computing hopfield-network hebbian-learning narma10 oja-rule spiking-neurons mackey-glass hebb izhikevich-model hebbian-plasticity

Updated Sep 23, 2021
MATLAB

dmeoli / ComputationalNeuroscience

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Code for Computational Neuroscience course 2020/2021 @ UniPi

esn rnn echo-state-networks reservoir-computing hebbian-learning oja-rule spiking-neurons hopfield-networks izhikevich-model hebbian-plasticity

Updated Sep 23, 2021
MATLAB

Devanik21 / Recursive-Hebbian-Organism

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Differentiable Plasticity: A Meta-Learning Framework for Evolving Universal Learning Rules : This work synthesizes concepts from: Hebbian neuroscience (activity-dependent synaptic modification) Meta-learning (learning to learn) Differentiable programming (end-to-end gradient flow) Neuroplasticity (adaptive weight modification)

meta-learning neuromorphic-computing continual-learning differentiable-programming neuroplasticity hebbian-plasticity adaptive-weight-modification synaptic-modification activity-dependent-learning