kakaccyang / Tensorflow-Forward-Forward

Implementation of Hinton's forward-forward (FF) algorithm in tensorflow - an alternative to back-propagation

Tensorflow-Forward-Forward

Hinton's Forward-Forward algorithmpdf implementation in Tensorflow

Datasets

• MNIST dataset

  • Notebook
  • Train Acc : 98.24%
  • Test acc : 96.83%

• Fashion-MNIST dataset

  • Notebook
  • Train Acc : 90.15%
  • Test acc : 87.23%

Acknowledgement

The code is mainly inspired by pytorch implementation in this repo