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arXiv physics/0212070physics.bio-phphysics.gen-phq-bio.NC
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Robustness and Enhancement of Neural Synchronization by Activity-Dependent Coupling

Valentin P. Zhigulin, Mikhail I. Rabinovich, Ramon Huerta, Henry D. I. Abarbanel

英文摘要:

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 (STDP). 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.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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