Connectionists: Stochastic Delta Rule-update

[Stephen José Hanson]

This is an update of a post a few months back, where we introduced a 
generalization of
DROPOUT for DLs called the Stochastic Delta Rule.   We have updated  now 
all properly tested benchmarks which  still show a significant 
improvement in all cases for SDR in both accuracy and speed over 
DROPOUT.     We have added more benchmarks including for ImageNet and 
updated the paper which is attached to this post.

The Github is also completely updated with updated PyTorch code and 
results and relevant usage comments here:

https://github.com/noahfl/sdr-densenet-pytorch

-- 
Stephen José Hanson
Professor
Director RUBIC (University-Wide)
Department of Psychology (NK)
Cognitive Science Center (NB)

-------------- next part --------------
An HTML attachment was scrubbed...
URL: <http://mailman.srv.cs.cmu.edu/pipermail/connectionists/attachments/20190210/c3ce3212/attachment.html>