Volume 2, Issue 1, June 2015, Pages 26 - 29
Synchronized Response to Grayscale Image Inputs in Chaotic Cellular Neural Network
Masayuki Fujiwara, Akihiro Yamaguchi, Masao Kubo
Available Online 1 June 2015.
- 10.2991/jrnal.2015.2.1.7How to use a DOI?
- chaotic synchronization, neural coding, spike response model, visual segmentation
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.
- © 2013, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - JOUR AU - Masayuki Fujiwara AU - Akihiro Yamaguchi AU - Masao Kubo PY - 2015 DA - 2015/06/01 TI - Synchronized Response to Grayscale Image Inputs in Chaotic Cellular Neural Network JO - Journal of Robotics, Networking and Artificial Life SP - 26 EP - 29 VL - 2 IS - 1 SN - 2352-6386 UR - https://doi.org/10.2991/jrnal.2015.2.1.7 DO - 10.2991/jrnal.2015.2.1.7 ID - Fujiwara2015 ER -