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

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Name		Name	Last commit message	Last commit date
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Fashion-MNIST		Fashion-MNIST
MNIST		MNIST
.gitignore		.gitignore
README.md		README.md

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Tensorflow-Forward-Forward

Hinton's Forward-Forward algorithm pdf 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

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

tensorflow mnist geoffrey-hinton fashion-mnist forward-forward

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