ON GLOBAL DYNAMIC BEHAVIOR OF WEAKLY CONNECTED OSCILLATORY NETWORKS

Author:

GILLI MARCO1,BONNIN MICHELE1,CORINTO FERNANDO1

Affiliation:

1. Department of Electronics, Politecnico di Torino, Italy

Abstract

The global dynamics of weakly connected oscillatory networks is investigated: as a case study, one-dimensional arrays of third-order oscillators are considered. Through the joint application of the describing function technique and Malkin's Theorem a very accurate analytical expression of the phase deviation equation (i.e. the equation that describes the phase deviation due to the weak coupling) is derived. The total number of limit cycles and their stability properties are estimated via the analytical study of the phase deviation equation. The proposed technique significantly extends the results available in the literature and can be applied to almost all complex networks of oscillators. In particular two-dimensional, space variant and fully connected networks can be dealt with here.

Publisher

World Scientific Pub Co Pte Lt

Subject

Applied Mathematics,Modeling and Simulation,Engineering (miscellaneous)

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1. Equilibrium Propagation and (Memristor-based) Oscillatory Neural Networks;2022 IEEE International Symposium on Circuits and Systems (ISCAS);2022-05-28

2. A Weakly Connected Memristive Neural Network for Associative Memory;Neural Processing Letters;2013-11-16

3. LOCALIZED OSCILLATIONS IN DIFFUSIVELY COUPLED CYCLIC NEGATIVE FEEDBACK SYSTEMS;International Journal of Bifurcation and Chaos;2012-01

4. PHASE MODEL REDUCTION AND SYNCHRONIZATION OF PERIODICALLY FORCED NONLINEAR OSCILLATORS;Journal of Circuits, Systems and Computers;2010-06

5. PHASE MODEL REDUCTION AND PHASE LOCKING OF COUPLED NONLINEAR OSCILLATORS;International Journal of Bifurcation and Chaos;2010-03

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