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Reference time in SpikeProp

Sporea, I and Grüning, A (2011) Reference time in SpikeProp Proceedings of the International Joint Conference on Neural Networks. 1090 - 1092. ISSN 2161-4393

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Abstract

Although some studies have been done on the learning algorithm for spiking neural networks SpikeProp, little has been mentioned about the required input bias neuron that sets the reference time start. This paper examines the importance of the reference time in neural networks based on temporal encoding. The findings refute previous assumptions about the reference start time.

Item Type: Article
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Copyright 2011 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.

Divisions: Faculty of Engineering and Physical Sciences > Computing Science
Depositing User: Symplectic Elements
Date Deposited: 14 Dec 2011 11:20
Last Modified: 23 Sep 2013 18:53
URI: http://epubs.surrey.ac.uk/id/eprint/22852

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