5 results found Sort:

loeweX
Greedy_InfoMax loeweX
36
285
mit
16
Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations
pytorch deep-learning local-learning
Created 2019-05-27
48 commits to master branch, last one about a year ago
NACLab
ngc-learn NACLab
26
126
bsd-3-clause
6
NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python
jax python free-energy neuroscience local-learning neural-networks hebbian-learning machine-learning spiking-networks cognitive-science credit-assignment predictive-coding learning-algorithms predictive-processing spiking-neural-networks brain-inspired-computing credit-assignment-problem biological-neural-networks computational-neuroscience spike-timing-dependent-plasticity
Created 2022-04-19
1,129 commits to main branch, last one 5 days ago
julestalloen
pytorch-hebbian julestalloen
26
80
mit
1
A lightweight and flexible framework for Hebbian learning in PyTorch.
pytorch local-learning hebbian-learning image-classification unsupervised-learning
Created 2020-10-04
185 commits to master branch, last one 3 years ago
ago109
predictive-forward-forward ago109
5
54
mit
4
Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurrent neural network models.
tensorflow neuroscience local-learning forward-forward neural-networks forward-learning machine-learning cognitive-science credit-assignment predictive-coding recurrent-networks learning-algorithms forward-pass-learning brain-inspired-computing biological-neural-networks predictive-forward-forward
Created 2023-04-01
27 commits to main branch, last one about a year ago
amassivek
signalpropagation amassivek
6
49
bsd-3-clause
3
Forward Pass Learning and Inference Library, for neural networks and general intelligence, Signal Propagation (sigprop)
pytorch sigprop forward-pass deep-learning local-learning neural-network forward-forward neural-networks forward-learning machine-learning spiking-networks signal-propagation learning-algorithms forward-pass-learning artificial-intelligence spiking-neural-networks biological-neural-networks
Created 2022-12-31
10 commits to main branch, last one about a year ago