Title :
Frequency-input-timescale relations in two-dimensional Hindmarsh-Rose model
Author_Institution :
Dept. of Brain Sci. & Eng., Kyushu Inst. of Technol., Kitakyushu, Japan
Abstract :
Stability analysis and control of two-timescale systems are of importance for understanding oscillation emergence mechanisms. In this work, we study theoretically frequency-input-timescale (called the f-z-μ) relation in the two-dimensional Hindmarsh-Rose (2DHR) oscillator. All bifurcations of saddle-node, Andronov-Hopf and saddle-node on invariant cycle are also computed with the respective parameter sets, giving the respective frequency gradient equation in terms of z and μ derived by approaches of their small perturbation on the oscillation. The core target in this analysis is to understand dynamical property of the f-μ cleft on the 2DHR undergoing the SNIC bifurcation, compared to oscillatory dynamics of the system exhibiting the other bifurcations.
Keywords :
bifurcation; brain; gradient methods; neurophysiology; 2DHR oscillator; Andronov-Hopf; SNIC bifurcation; frequency gradient equation; frequency-input-timescale relation; neural oscillation; oscillation emergence mechanism; oscillatory dynamics; saddle-node; stability analysis; two-dimensional Hindmarsh-Rose model;
Conference_Titel :
Soft Computing and Intelligent Systems (SCIS) and 13th International Symposium on Advanced Intelligent Systems (ISIS), 2012 Joint 6th International Conference on
Conference_Location :
Kobe
Print_ISBN :
978-1-4673-2742-8
DOI :
10.1109/SCIS-ISIS.2012.6505138