Authors
Masayuki Fujiwara, Akihiro Yamaguchi, Masao Kubo
Corresponding Author
Akihiro Yamaguchi
Available Online 1 June 2015.
DOI
https://doi.org/10.2991/jrnal.2015.2.1.7
Keywords
chaotic synchronization, neural coding, spike response model, visual segmentation
Abstract
In this study, the synchronized response in the chaotic cellular neural
network for a grayscale visual stimulus was investigated in the viewpoint
of neural coding. Simple gradation patterns were used as visual stimuli
and the synchronized response was analyzed by the correlation of the spike
firing times. As a result, synchronized responses were observed for the
neurons that had similar input values and formed chaotic cell assemblies.
Each assembly was distinguished from the others in terms of cross-correlation.
Copyright
© 2013, the Authors. Published by ALife Robotics Corp. Ltd.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).