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Desynchronization of large scale delayed neural networks
Author(s):
Yuming
Chen;
Ying
Sue
Huang;
Jianhong
Wu
Journal:
Proc. Amer. Math. Soc.
128
(2000),
2365-2371.
MSC (2000):
Primary 34K15, 92B20
Posted:
February 25, 2000
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Abstract:
We consider a ring of identical neurons with delayed nearest neighborhood inhibitory interaction. Under general conditions, such a network has a slowly oscillatory synchronous periodic solution which is completely characterized by a scalar delay differential equation with negative feedback. Despite the fact that the slowly oscillatory periodic solution of the scalar equation is stable, we show that the associated synchronous solution is unstable if the size of the network is large.
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Additional Information:
Yuming
Chen
Affiliation:
Department of Mathematics and Statistics, York University, Toronto, Ontario, Canada M3J 1P3
Email:
yumingc@mathstat.yorku.ca
Ying
Sue
Huang
Affiliation:
Department of Mathematics, Pace University, Pleasantville, New York 10570
Email:
huang@risc.dac.pace.edu
Jianhong
Wu
Affiliation:
Department of Mathematics and Statistics, York University, Toronto, Ontario, Canada M3J 1P3
Email:
wujh@mathstat.yorku.ca
DOI:
10.1090/S0002-9939-00-05635-5
PII:
S 0002-9939(00)05635-5
Keywords:
Synchronization,
slow oscillation,
delay,
neural network
Received by editor(s):
September 19, 1998
Posted:
February 25, 2000
Additional Notes:
This research was partially supported by the Natural Sciences and Engineering Research Council of Canada.
Communicated by:
Hal L. Smith
Copyright of article:
Copyright
2000,
American Mathematical Society
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