Pattern Recognition in Coupled Oscillators with the Phase Coherency Output

Tetsuya Matsuno, Masahiro Iguchi, Kiyoshi Toko, Kaoru Yamafuji

研究成果: Contribution to journalArticle査読

1 被引用数 (Scopus)

抄録

It is clarified that the coupled oscillator system, which has the output of the phase coherency, can learn mapping from specified phase patterns to specified phase coherencies. The system considered here has the output unit which is a group of oscillators coupled both to the other oscillators of the system and also to the mean field generated by the output unit itself. It is analytically and numerically shown that the system can learn the above specified mapping. The effect of the distribution of the natural frequency of oscillators on the dynamics of the system is also investigated. It is shown that the system exhibits oscillatory and complex (chaotic) output when the phase pattern sufficiently different from the learned patterns is input into the system.

本文言語英語
ページ(範囲)1837-1850
ページ数14
ジャーナルjournal of the physical society of japan
64
5
DOI
出版ステータス出版済み - 1 1 1995

All Science Journal Classification (ASJC) codes

  • 物理学および天文学(全般)

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