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Hinton's Forward-Forward Algorithm

What is Forward-Forward (FF) Algorithm?

FF is an alternative deep learning algorithm to Backpropagation (BP), proposed by Geoffrey Hinton.
Paper: The Forward-Forward Algorithm: Some Preliminary Investigations

Progress:

  • Supervised Learning for MNIST dataset (initial code from mohammadpz/pytorch_forward_forward)
  • Reorganization
  • Batch Training
  • Unsupervised Learning for MNIST dataset
  • Receptive Fields
  • Language Modeling