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Robustness and enhancement of neural synchronization by activity-dependent coupling

Zhigluin, V. P. and Rabinovich, M. I. and Huerta, R. and Abarbanel, H. D. I. (2003) Robustness and enhancement of neural synchronization by activity-dependent coupling. Physical Review E, 67 (2). Art. no. 021901. ISSN 1063-651X. http://resolver.caltech.edu/CaltechAUTHORS:ZHIpre03

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Abstract

We study the synchronization of two model neurons coupled through a synapse having an activity-dependent strength. Our synapse follows the rules of spike-timing dependent plasticity. We show that this plasticity of the coupling between neurons produces enlarged frequency-locking zones and results in synchronization that is more rapid and much more robust against noise than classical synchronization arising from connections with constant strength. We also present a simple discrete map model that demonstrates the generality of the phenomenon.


Item Type:Article
Additional Information:©2003 The American Physical Society (Received 7 February 2002; published 6 February 2003) This work was partially supported by U.S. Department of Energy Grant Nos. DE-FG03-90ER14138 and DE-FG03-96ER14592, NSF Grant Nos. PHY0097134 and EIA-0130708, Army Research Office Grant No. DAAD19-01-1-0026, Office of Naval Research Grant No. N00014-00-1-0181, and NIH Grant No. R01 NS40110-01A2. R.H. thanks MCyT (Spain) for Grant No. BFI2000-0157.
Subject Keywords:synchronisation; neural nets
Record Number:CaltechAUTHORS:ZHIpre03
Persistent URL:http://resolver.caltech.edu/CaltechAUTHORS:ZHIpre03
Alternative URL:http://dx.doi.org/10.1103/PhysRevE.67.021901
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:1843
Collection:CaltechAUTHORS
Deposited By: Archive Administrator
Deposited On:20 Feb 2006
Last Modified:26 Dec 2012 08:46

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