Skip to content

DimaKrotov/Biological_Learning

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

8 Commits
 
 
 
 
 
 
 
 

Repository files navigation

Biological_Learning

Example of "biological" learning for MNIST based on the paper Unsupervised Learning by Competing Hidden Units by D.Krotov and J.Hopfield. If you want to learn more about this work you can also check out this lecture from MIT's 6.S191 course.

Getting started

install jupyter notebook and numpy, scipy, matplotlib.

> jupyter notebook

run Unsupervised_learning_algorithm_MNIST.ipynb and observe weights.

Author and License

(c) 2018 Dmitry Krotov -- Apache 2.0 License

About

Example of "biological" learning for MNIST

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published