Roles of Inhibitory Neurons in Rewiring-Induced Synchronization in Pulse-Coupled Neural Networks
Roles of Inhibitory Neurons in Rewiring-Induced Synchronization in Pulse-Coupled Neural Networks
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DOI：
10.1162/neco.2010.04-09-997
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发表时间：
2010-05
影响因子：
2.9
通讯作者：
T. Kanamaru;K. Aihara
中科院分区：
文献类型：
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作者：
T. Kanamaru;K. Aihara
抑制性神经元在同步放电中的作用是在兴奋性和抑制性神经元网络中用Watts和Strogatz的重新布线来研究的。通过研究存在于随机网络中的同步放电的持久性，发现存在着在同步状态和异步状态之间发生转换的重新布线的概率，并且抑制性神经元的动力学在确定这种概率中起着重要作用。
The roles of inhibitory neurons in synchronous firing are examined in a network of excitatory and inhibitory neurons with Watts and Strogatz's rewiring. By examining the persistence of the synchronous firing that exists in the random network, it was found that there is a probability of rewiring at which a transition between the synchronous state and the asynchronous state takes place, and the dynamics of the inhibitory neurons play an important role in determining this probability.