| Title: | GS1-4 Feature Linking by Synchronized Response in Chaotic Cellar Neural Network for Visual Stimulus of Moving Objects |
|---|---|
| Publication: | ICAROB2016 |
| Volume: | 21 |
| Pages: | 130-133 |
| ISSN: | 2188-7829 |
| DOI: | 10.5954/ICAROB.2016.GS1-4 |
| Author(s): | Akihiro Yamaguchi, Masao Kubo |
| Publication Date: | January 29, 2016 |
| Keywords: | chaotic synchronization, neural coding, spike response model, feature linking |
| Abstract: | A feature linking mechanism by the synchronized response of neural assemblies was studied for the chaotic cellar neural network (Chaotic-CNN). The Chaotic-CNN consists of chaotic spike response neurons that show the chaotic inter-spike-interval dynamics. In our scheme of feature linking, the features of the target objects are linked by the synchronized spike responses that are characterized by the temporal chaotic pattern of spike sequence. In this paper, we analyzed the synchronized spike responses that invoked by the visual stimulus of moving bars. As a result, neural assemblies have higher correlation for the visual stimulus of moving two bars in the same direction than the opposite direction. Then we discussed a possibility of feature linking by the chaotic synchronized response in the view point of neural coding. |
| PDF File: | https://alife-robotics.co.jp/members2016/icarob/data/papers/GS/GS1-4.pdf |
| Copyright: | © The authors. This article is distributed under the terms of the Creative Commons Attribution License 4.0, which permits non-commercial use, distribution and reproduction in any medium, provided the original work is properly cited. See for details: https://creativecommons.org/licenses/by-nc/4.0/ |
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