Paper Abstract and Keywords |
Presentation |
2004-07-16 14:50
Analysis of global dynamics in neural fields with Lyapunov functional Shigeru Kubota, Kazuyuki Aihara (Tokyo Univ.) |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We study global dynamics in neural fields by using Lyapunov functional. We prove that the attractor of network must be a steady state when the field length is finite and that the network cannot have limit cycle attractor when the field length is infinite. We also apply this Lyapunov functional to the analysis of dynamical changes in local excitation pattern solutions when the field has lateral-inhibitory connections. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Neural field / Global dynamics / Lyapunov functional / Local excitation pattern / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 104, no. 197, NLP2004-31, pp. 43-47, July 2004. |
Paper # |
NLP2004-31 |
Date of Issue |
2004-07-09 (NLP) |
ISSN |
Print edition: ISSN 0913-5685 |
Download PDF |
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Conference Information |
Committee |
NLP |
Conference Date |
2004-07-16 - 2004-07-16 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Shizuoka Univ. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
(TBD) |
Paper Information |
Registration To |
NLP |
Conference Code |
2004-07-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Analysis of global dynamics in neural fields with Lyapunov functional |
Sub Title (in English) |
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Keyword(1) |
Neural field |
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Global dynamics |
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Lyapunov functional |
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Local excitation pattern |
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1st Author's Name |
Shigeru Kubota |
1st Author's Affiliation |
Tokyo University (Tokyo Univ.) |
2nd Author's Name |
Kazuyuki Aihara |
2nd Author's Affiliation |
Tokyo University (Tokyo Univ.) |
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Speaker |
Author-1 |
Date Time |
2004-07-16 14:50:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2004-31 |
Volume (vol) |
vol.104 |
Number (no) |
no.197 |
Page |
pp.43-47 |
#Pages |
5 |
Date of Issue |
2004-07-09 (NLP) |