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MiS Preprint
87/2002

Unbiased detection of phase locking in multivariate signals

Axel Hutt, Andreas Daffertshofer and Ulrich Steinmetz

Abstract

We present a cluster method for the detection of meta-stable states in multivariate periodic time series. In due to the topology of periodic data, we formulate a $K$-Means clustering. The method is illustrated using simulated multivariate phase dynamics, in which temporal segments of phase-locked states are registered.

Received:
Sep 23, 2002
Published:
Sep 23, 2002
MSC Codes:
37H10, 58C99
PACS:
02.50.Sk, 05.45.Xt, 05.10.-a
Keywords:
clustering, segmentation, multivariate analysis

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Preprint
2002 Repository Open Access
Axel Hutt, Andreas Daffertshofer and Ulrich Steinmetz

Unbiased detection of phase locking in multivariate signals