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arXiv · 1408.4666

Pattern Recognition in a Ring of Delayed Phase Oscillators

Jan Philipp Pade·Serhiy Yanchuk·Liang Zhao
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Abstract

We show that a ring of phase oscillators coupled with transmission delays can be used as a pattern recognition system. The introduced model encodes patterns as stable periodic orbits. We present a detailed analysis of the underlying dynamics. In particular, we show that the system possesses a multitude of periodic solutions, prove stability results and present a bifurcation analysis. Furthermore, we show successful recognition results using artificial patterns and speech recordings.

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Jan Philipp Pade, Serhiy Yanchuk, Liang Zhao. 2014-08-20. Pattern Recognition in a Ring of Delayed Phase Oscillators. https://arxiv.org/abs/1408.4666

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