biologically-plausible-learning

There are 7 repositories under biologically-plausible-learning topic.

  • jsalbert/biotorch

    BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms

    Language:Python45139

  • Cognitive-AI-Systems/him-agent

    The Hierarchical Intrinsically Motivated Agent (HIMA) is an algorithm that is intended to exhibit an adaptive goal-directed behavior using neurophysiological models of the neocortex, basal ganglia, and thalamus.

    Language:Python37802

  • jrieke/evolution-learning

    🐣 Code for my master thesis "Biologically Plausible Deep Learning through Neuroevolution"

    Language:Jupyter Notebook640

  • jsalbert/awesome-biologically-motivated-learning

    Awesome list of research publications and media on biologically-motivated learning algorithms.

    4100

  • clps1291-bioplausnn/BioPlausibleLearning

    Pytorch Implementation, Experiments and Exploration of Biologically Plausible Neural Networks as a final project of CLPS1291 @ Brown

    Language:Jupyter Notebook2001

  • ARMINPAN/Biologically-Inspired-Neural-Network

    Replicating the results of a paper on underlying mechanisms of feedback alignment .

    Language:Jupyter Notebook0100

  • yashsmehta/perturbations

    This repo is the implementation of perturbation based algorithms for training neural networks - we evaluate the scalability of node perturbation with network width and depth on modern datasets such as MNIST, CIFAR, etc.

    Language:Jupyter Notebook0200