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Computational Intelligence and Neuroscience
Volume 2012 (2012), Article ID 153496, 11 pages
http://dx.doi.org/10.1155/2012/153496
Research Article

Random Bin for Analyzing Neuron Spike Trains

1NBL Technovator Co., Ltd., 631 Shindachimakino, Sennan City, Osaka 590-0522, Japan
2Department of Integrative Physiology, Graduate School of Medicine, Osaka University, Suita 565-0871, Japan
3Graduate School of Applied Informatics, University of Hyogo, Kobe 650-0047, Japan

Received 30 March 2012; Accepted 20 May 2012

Academic Editor: Huiyan Jiang

Copyright © 2012 Shinichi Tamura et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

When analyzing neuron spike trains, it is always the problem of how to set the time bin. Bin width affects much to analyzed results of such as periodicity of the spike trains. Many approaches have been proposed to determine the bin setting. However, these bins are fixed through the analysis. In this paper, we propose a randomizing method of bin width and location instead of conventional fixed bin setting. This technique is applied to analyzing periodicity of interspike interval train. Also the sensitivity of the method is presented.