zhouzhou773 / fly_superspike Goto Github PK

View Code? Open in Web Editor NEW

Based on https://github.com/fzenke/pub2018superspike

License: GNU General Public License v3.0

Shell 1.64% Gnuplot 1.28% Makefile 0.86% C++ 95.40% Python 0.82%

fly_superspike's Introduction

Odour learning using SuperSpike

Intro

Fruit fly's olfactory circuit simulated using SuperSpike. Code uses Friedemann Zenke's Auryn library and modifies code from the following paper:

Zenke, F., and Ganguli, S. (2018). SuperSpike: Supervised Learning in Multilayer Spiking Neural Networks. Neural Computation 30, 1514–1541.

Requirements

You will need a working compiled version of the Auryn library (https://github.com/fzenke/auryn).

Based on:

@article{zenke_superspike:_2018,
	title = {{SuperSpike}: {Supervised} {Learning} in {Multilayer} {Spiking} {Neural} {Networks}},
	volume = {30},
	issn = {0899-7667},
	shorttitle = {{SuperSpike}},
	url = {https://doi.org/10.1162/neco_a_01086},
	doi = {10.1162/neco_a_01086},
	number = {6},
	journal = {Neural Computation},
	author = {Zenke, Friedemann and Ganguli, Surya},
	month = apr,
	year = {2018},
	pages = {1514--1541},
}

Recommend Projects