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Greedy_InfoMax loeweX

36

283

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

ngc-learn NACLab

17

96

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

Created 2022-04-19

1,049 commits to main branch, last one 15 hours ago

pytorch-hebbian julestalloen

26

72

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

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

signalpropagation amassivek

6

46

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