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Computation of phase response curves via a direct method adapted to infinitesimal perturbations
Authors:Viktor Novi?enko  Kestutis Pyragas
Affiliation:(1) Neuroscience Center of Excellence, LSU Health Sciences Center, New Orleans, LA 70112, USA;(2) Department of Ophthalmology, LSU Health Sciences Center, New Orleans, LA 70112, USA;(3) Laboratory for Neuroengineering, School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA;(4) Neuroscience Center of Excellence, LSU Health Sciences Center, 2020 Gravier St., Suite D, New Orleans, LA 70112, USA
Abstract:A new numerical algorithm for computation of phase response curves of stable limit cycle oscillators is proposed. The idea of the algorithm originates from a direct method that is based on computation of the oscillator response to short finite pulses delivered at different phases of oscillations. Here we adapt the direct method to the case of infinitesimal perturbations and compare our algorithm with the standard algorithm based on the backward integration of the adjoint equations. In contrast to the standard algorithm, our algorithm does not require any backward integration and it is easier to program since a necessity of numerical interpolation for the Jacobian matrix is avoided. In addition, we demonstrate by examples that our algorithm is faster than the standard algorithm and this advantage is especially notable for weakly stable limit cycle oscillators.
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