Summary
International Symposium on Nonlinear Theory and its Applications
2009
Session Number:B4L-B
Session:
Number:B4L-B1
Hypothesis Testing for Feature Patterns Using Collective Synchronization in a Network of Non-Symmetrically Coupled Phase Oscillators
Takaya Miyano, Takako Tsutsui,
pp.-
Publication Date:2009/10/18
Online ISSN:2188-5079
Summary:
We have devised a method for hypothesis testing for the major features of multivariate data on the basis of collective synchronization in a network of non-symmetrically coupled phase oscillators subject to a variant of Kuramoto’s dynamics. We show through numerical experiments that the non-symmetrical coupling allows testing whether given test vectors match the major features.