feedback-alignment

There are 1 repository under feedback-alignment topic.

• jsalbert / biotorch

  BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms

  pytorchdeep-learningfeedback-alignmentbiologically-plausible-learningbiologically-inspired-algorithm
  Language:Python 40

• L0SG / feedback-alignment-pytorch

  Implementation of feedback alignment learning in PyTorch

  backpropagationclassificationfeedback-alignmentmnistneural-networkspytorch
  Language:Python 28

• bcrafton / ssdfa

  Github page for SSDFA

  bio-plausible-algorithmsfeedback-alignmentlocal-learningbackpropagationsparse-neural-networkshardware-acceleration
  Language:Python 10

• jrieke / evolution-learning

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

  backpropagationbiologically-plausible-learningevolutionary-algorithmsfeedback-alignmenthebbian-learningmachine-learningmaster-thesisneatneural-networksresearch
  Language:Jupyter Notebook 6

• yschimpf / bioflax

  bioflax provides a JAX implementation of biologically plausible learning algorithms

  deep-learningdirect-feedback-alignmentfeedback-alignmentflaxjaxkolen-pollack
  Language:Python 5

• jsalbert / awesome-biologically-motivated-learning

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

  biological-networksbiologically-motivated-algorithmsfeedback-alignmentcredit-assignmentawesome-listdeep-learningbiologically-plausible-learning
  4

• prashanth-prakash / Feedback-alignment

  Implemented random feedback alignment. This algorithm is one solution to the weight transport problem. The algorithm is based on the paper:

  feedback-alignmentback-propagationneural-networks
  Language:Jupyter Notebook 4

• clps1291-bioplausnn / BioPlausibleLearning

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

  bio-inspiredbiologically-plausible-learningfeedback-alignmenthebbian-learningimage-classificationpytorch
  Language:Jupyter Notebook 2

• adityab / Feedback-Alignment

  *INCOMPLETE* Implementations of Random Feedback Alignment (RFA), DFA, and similar Backprop alternatives

  feedback-alignmentbackpropagation
  Language:Python 1

• clps1291-bioplausnn / hybrid-bioLearning

  competing-hidden-unitsfeedback-alignment
  Language:Jupyter Notebook 0

• YAGI0423 / feedback_alignment

  「Feedback Aligment를 이용한 신경망 학습 알고리즘 구현」에 대한 내용을 다루고 있습니다.

  deep-learningfeedback-alignmentpython
  Language:Python 0