GitHub topics: biologically-plausible-learning
jsalbert/biotorch
BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms
Language: Python - Size: 33 MB - Last synced at: 30 days ago - Pushed at: about 1 year ago - Stars: 49 - Forks: 9
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: Python - Size: 124 MB - Last synced at: about 24 hours ago - Pushed at: 3 months ago - Stars: 39 - Forks: 2
clps1291-bioplausnn/BioPlausibleLearning
Pytorch Implementation, Experiments and Exploration of Biologically Plausible Neural Networks as a final project of CLPS1291 @ Brown
Language: Jupyter Notebook - Size: 15 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
jrieke/evolution-learning
🐣 Code for my master thesis "Biologically Plausible Deep Learning through Neuroevolution"
Language: Jupyter Notebook - Size: 8.06 MB - Last synced at: about 18 hours ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0
ARMINPAN/Biologically-Inspired-Neural-Network
Replicating the results of a paper on underlying mechanisms of feedback alignment .
Language: Jupyter Notebook - Size: 81.6 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
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 Notebook - Size: 582 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0
