University of Surrey

Test tubes in the lab Research in the ATI Dance Research

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

ijcnn_2011_preprint.pdf - Accepted Version
Available under License : See the attached licence file.

Download (199kB)
PDF (licence)

Download (33kB)


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
Divisions : Faculty of Engineering and Physical Sciences > Computing Science
Authors :
Date : 2011
Identification Number : 10.1109/IJCNN.2011.6033344
Additional Information :

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.

Depositing User : Symplectic Elements
Date Deposited : 14 Dec 2011 11:20
Last Modified : 23 Sep 2013 18:53

Actions (login required)

View Item View Item


Downloads per month over past year

Information about this web site

© The University of Surrey, Guildford, Surrey, GU2 7XH, United Kingdom.
+44 (0)1483 300800