基于局部自适应耦合的神经网络同步

2014 International Conference on Mechatronics and Control (ICMC) Pub Date : 2014-07-03 DOI:10.1109/ICMC.2014.7231952

Dan Shan, Q. Miao, Aihua Dong, Erhu Saiji

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引用次数: 0

摘要

本文考虑了猫大脑皮层-皮层网络，并在自适应进化网络的框架下讨论了相关的同步。基于分散自适应耦合控制策略，在自适应耦合强度达到有限稳定值时，可以实现同步。此外，我们发现当实现完全同步时，耦合强度与皮质-皮质网络的拓扑结构相关。

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Synchronization of neuronal networks through local adaptive coupling

In this paper, we consider the cortico-cortical network of cats' brain, and discuss the related synchronization under the framework of adaptive evolving networks. Based on the decentralized adaptive coupling control strategies, we show that the synchronization can be achieved with the adaptive coupling strengths reaching finite steady values. Moreover, we find that when complete synchronization is achieved, the coupling strengths become correlated with the topology of the cortico-cortical networks.

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2014 International Conference on Mechatronics and Control (ICMC)

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