DocumentCode
2714714
Title
Synchronization of coupled pulse-type hardware neuron models for CPG model
Author
Saito, Ken ; Saeki, Katsutoshi ; Sekine, Yoshifumi
Author_Institution
Dept. of Phys., Nihon Univ., Tokyo, Japan
fYear
2009
fDate
14-19 June 2009
Firstpage
2748
Lastpage
2755
Abstract
It is well known that locomotion rhythms of living organisms are generated by CPG (central pattern generator). In this paper, we discuss the synchronization phenomena and oscillation patterns of the coupled oscillators system using pulse-type hardware neuron models (P-HNMs) for the purpose of constructing the CPG model. It is shown that the plural coupled P-HNMs connected by excitatory-inhibitory mutual coupling can generate various oscillation patterns. Therefore, we construct the CPG model by using the coupled P-HNMs to generate several locomotion rhythms. As a result, we show clearly that the IC chip of CPG model, which can generate the quadruped locomotion patterns, can be constructed by CMOS process.
Keywords
neural nets; oscillators; central pattern generator; coupled oscillators system; coupled pulse-type hardware neuron model; excitatory-inhibitory mutual coupling; locomotion rhythm; oscillation pattern; synchronization phenomena; CMOS integrated circuits; CMOS process; Hardware; Integrated circuit modeling; Mutual coupling; Neurons; Organisms; Oscillators; Rhythm; Semiconductor device modeling;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2009. IJCNN 2009. International Joint Conference on
Conference_Location
Atlanta, GA
ISSN
1098-7576
Print_ISBN
978-1-4244-3548-7
Electronic_ISBN
1098-7576
Type
conf
DOI
10.1109/IJCNN.2009.5179069
Filename
5179069
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