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Information flow in heterogeneously interacting systems
| Title: | Information flow in heterogeneously interacting systems |
| Authors: | Yamaguti, Yutaka Browse this author | | Tsuda, Ichiro Browse this author →KAKEN DB | | Takahashi, Yoichiro Browse this author →KAKEN DB |
| Keywords: | Synchronization | | Information flow | | Chaos | | Hetero-interaction |
| Issue Date: | Feb-2014 |
| Publisher: | Springer |
| Journal Title: | Cognitive neurodynamics |
| Volume: | 8 |
| Issue: | 1 |
| Start Page: | 17 |
| End Page: | 26 |
| Publisher DOI: | 10.1007/s11571-013-9259-8 |
| Abstract: | Motivated by studies on the dynamics of heterogeneously interacting systems in neocortical neural networks, we studied heterogeneously-coupled chaotic systems. We used information-theoretic measures to investigate directions of information flow in heterogeneously coupled Rossler systems, which we selected as a typical chaotic system. In bi-directionally coupled systems, spontaneous and irregular switchings of the phase difference between two chaotic oscillators were observed. The direction of information transmission spontaneously switched in an intermittent manner, depending on the phase difference between the two systems. When two further oscillatory inputs are added to the coupled systems, this system dynamically selects one of the two inputs by synchronizing, selection depending on the internal phase differences between the two systems. These results indicate that the effective direction of information transmission dynamically changes, induced by a switching of phase differences between the two systems. |
| Rights: | The final publication is available at link.springer.com |
| Type: | article (author version) |
| URI: | http://hdl.handle.net/2115/57948 |
| Appears in Collections: | 電子科学研究所 (Research Institute for Electronic Science) > 雑誌発表論文等 (Peer-reviewed Journal Articles, etc)
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Submitter: 山口 裕
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