From 388b83c2649811c9a746de90fecdb716385f65c1 Mon Sep 17 00:00:00 2001 From: David Rotermund Date: Wed, 10 Jul 2024 16:09:16 +0200 Subject: [PATCH] Update README.md --- README.md | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) diff --git a/README.md b/README.md index 8b13789..5b9ffb0 100644 --- a/README.md +++ b/README.md @@ -1 +1,18 @@ +Refinement of the approach for deep NNMF networks shown in: + +``` +Competitive performance and superior noise robustness of a non-negative deep convolutional spiking network +David Rotermund, Alberto Garcia-Ortiz, Kaus R. Pawelzik +https://www.biorxiv.org/content/10.1101/2023.04.22.537923v1 +``` + +Now a normal ADAM optimiser will work. + +The BP learning rule is taken from here (it was derived for a spike-based SbS system, but it works exactly the same for NNMF): + +``` +Back-Propagation Learning in Deep Spike-By-Spike Networks +David Rotermund and Klaus R. Pawelzik +https://www.frontiersin.org/journals/computational-neuroscience/articles/10.3389/fncom.2019.00055/full +```