The entrainment between weakly coupled nonlinear oscillators, as well as between complex signals such as those representing physiological activity, is frequently assessed in terms of whether a stable relationship is detectable between the instantaneous phases extracted from the measured or simulated time-series via the analytic signal. Here, we demonstrate that adding a possibly complex constant value to this normally null-mean signal has a non-trivial warping effect. Among other consequences, this introduces a level of sensitivity to the amplitude fluctuations and average relative phase. By means of simulations of Rössler systems and experiments on single-transistor oscillator networks, it is shown that the resulting coherence measure may have an empirical value in improving the inference of the structural couplings from the dynamics. When tentatively applied to the electroencephalogram recorded while performing imaginary and real movements, this straightforward modification of the phase locking value substantially improved the classification accuracy. Hence, its possible practical relevance in brain-computer and brain-machine interfaces deserves consideration.
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February 2019
Research Article|
February 05 2019
Warped phase coherence: An empirical synchronization measure combining phase and amplitude information
Ludovico Minati
;
Ludovico Minati
a)
1
Tokyo Tech World Research Hub Initiative—Institute of Innovative Research, Tokyo Institute of Technology
, Yokohama 226-8503, Japan
2
Complex Systems Theory Department, Institute of Nuclear Physics—Polish Academy of Sciences (IFJ-PAN)
, 31-342 Kraków, Poland
3
Center for Mind/Brain Sciences (CIMeC), University of Trento
, 38123 Trento, Italy
a)Author to whom correspondence should be addressed: minati.l.aa@m.titech.ac.jp and lminati@ieee.org. Tel.: +39 335 486 670; URL: http://www.lminati.it.
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Natsue Yoshimura
;
Natsue Yoshimura
4
FIRST—Institute of Innovative Research, Tokyo Institute of Technology
, Yokohama 226-8503, Japan
5
PRESTO, JST
, 332-0012 Saitama, Japan
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Mattia Frasca
;
Mattia Frasca
6
Department of Electrical Electronic and Computer Engineering (DIEEI), University of Catania
, 95131 Catania, Italy
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Stanisław Drożdż
;
Stanisław Drożdż
2
Complex Systems Theory Department, Institute of Nuclear Physics—Polish Academy of Sciences (IFJ-PAN)
, 31-342 Kraków, Poland
7
Faculty of Physics, Mathematics and Computer Science, Cracow University of Technology
, 31-155 Kraków, Poland
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Yasuharu Koike
Yasuharu Koike
4
FIRST—Institute of Innovative Research, Tokyo Institute of Technology
, Yokohama 226-8503, Japan
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a)Author to whom correspondence should be addressed: minati.l.aa@m.titech.ac.jp and lminati@ieee.org. Tel.: +39 335 486 670; URL: http://www.lminati.it.
Chaos 29, 021102 (2019)
Article history
Received:
November 23 2018
Accepted:
January 21 2019
Citation
Ludovico Minati, Natsue Yoshimura, Mattia Frasca, Stanisław Drożdż, Yasuharu Koike; Warped phase coherence: An empirical synchronization measure combining phase and amplitude information. Chaos 1 February 2019; 29 (2): 021102. https://doi.org/10.1063/1.5082749
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