DocumentCode
574493
Title
Limit cycle perturbations for parametric modulation of central pattern generators
Author
Consolini, Luca ; Lini, Gabriele
Author_Institution
Dipt. di Ing. dell´Inf., Univ. of Parma, Parma, Italy
fYear
2012
fDate
27-29 June 2012
Firstpage
6430
Lastpage
6435
Abstract
We study the modulation of the output signal of a Central Pattern Generator (CPG) through variations of the coupling parameters between the neurons. It is assumed that a given CPG possesses an exponentially stable limit cycle which originates a periodic output signal. We propose a method that allows to find the variations of the coupling parameters that change the network output in order to approximate a given reference signal. This problem is relevant in many applications. For instance, in robotics locomotion is desirable to change the output of a network in order to change the frequency or the amplitude of the legs movements. We present applications to ring networks and to the quadruped model developed by Golubitsky and coworkers.
Keywords
asymptotic stability; legged locomotion; limit cycles; modulation; neural nets; pattern formation; perturbation techniques; CPG; Golubitsky; central pattern generators; coupling parameters; coworkers; exponentially stable limit cycle; legs movements amplitude; legs movements frequency; limit cycle perturbations; parametric modulation; periodic output signal; quadruped model; reference signal approximation; ring networks; robotics locomotion; Biological system modeling; Couplings; Legged locomotion; Limit-cycles; Mathematical model; Neurons;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2012
Conference_Location
Montreal, QC
ISSN
0743-1619
Print_ISBN
978-1-4577-1095-7
Electronic_ISBN
0743-1619
Type
conf
DOI
10.1109/ACC.2012.6315078
Filename
6315078
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