Title :
Dynamical systems design of nonlinear oscillators using phase reduction approach
Author :
Nakada, Kaoru ; Miura, Kiyotaka ; Asai, Tetsuya ; Tanaka, Hiroya
Author_Institution :
INAMORI Frontier Res. Center, Kyushu Univ., Fukuoka, Japan
Abstract :
In this paper, we present a dynamical systems design approach for nonlinear oscillators based on the phase reduction theory. Recently, design approaches of nonlinear circuits and devices focus on the mathematical structure of the target circuits and devices as dynamical systems. In general, the dynamical systems design approaches can be characterized by mathematical structures embedded into nonlinear circuits and devices. To clarify our standpoint, we classify such approaches into three: the phase plane and nullcline-based design, the potential-based design, and the phase response curve-based design. The distinct approaches can provide us with different perspectives in practical design. As a part of the dynamical systems design approaches, we propose a computer-aided phase reduction approach related with device macro modeling of nonlinear oscillators. Finally, we show several case studies by our approach and potential applications in biomedical engineering.
Keywords :
network synthesis; oscillators; biomedical engineering; computer-aided phase reduction approach; design approach; device macro modeling; dynamical system design; mathematical structure; nonlinear circuit; nonlinear oscillator; nullcline-based design; phase plane; phase response curve-based design; potential-based design; Educational institutions; Mathematical model; Neurons; Oscillators; Sensitivity; Synchronization; System analysis and design;
Conference_Titel :
Circuits and Systems (APCCAS), 2012 IEEE Asia Pacific Conference on
Conference_Location :
Kaohsiung
Print_ISBN :
978-1-4577-1728-4
DOI :
10.1109/APCCAS.2012.6419033