Journal of the Physical Society of Japan
Online ISSN : 1347-4073
Print ISSN : 0031-9015
ISSN-L : 0031-9015
Periodic Signal Learning and Recognition in Coupled Oscillators
Tetsuya MatsunoYukiko KikkawaMasahiro IguchiKiyoshi TokoKaoru Yamafuji
著者情報
ジャーナル 認証あり

1994 年 63 巻 3 号 p. 1194-1204

詳細
抄録
Responses to periodic signals in the oscillator network are studied numerically. The network used here is globally coupled oscillators with distributed natural frequencies of the oscillatory elements. The ability of the temporal-pattern recognition in the system is studied using the learning rule which changes the distribution of the natural frequencies. It is found that the coherency representing the order of the system exhibits the periodic and complex behaviors. The periodic response of the coherency is observed in the case where the input signal is similar to the learned signal. The behavior of the coherency becomes complex; i.e., the number of the degrees of freedom of the behavior increases with the decrease in the similarity of the input signal to the learned signal. Moreover, the long transient process is observed after turning off the input.
著者関連情報

この記事は最新の被引用情報を取得できません。

© The Physical Society of Japan 1994
前の記事 次の記事
feedback
Top