Nonlinear Theory and Its Applications, IEICE
Online ISSN : 2185-4106
ISSN-L : 2185-4106
Special Issue on Recent Progress in Nonlinear Theory and Its Applications
Selective averaging with application to phase reduction and neural control
Gerd S. SchmidtDan WilsonFrank AllgöwerJeff Moehlis
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2014 Volume 5 Issue 4 Pages 424-435

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Abstract
For a class of vector fields, we show that one can selectively average terms which are of the same order in a small parameter, giving an extension of standard averaging results. Such selective averaging is illustrated for the phase reduction of a system of oscillators with both coupling and external input, for which the coupling can be averaged to give a term which only depends on phase differences, while the external input term is not averaged. For a coupled two-neuron system, we use selectively averaged equations to find the optimal input which takes the in-phase state to the anti-phase state.
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© 2014 The Institute of Electronics, Information and Communication Engineers
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