Collective Behavior of Pulse-coupled Fitzhugh-nagumo Neurons

摘要：

Synchronization and clustering of pulse-coupled oscillatory neurons has been investigated. Though the leaky integrate-and-fire neurons have widely been used in the analyms, they have some implausible properties which allow neurons to synchronize through unrealistic mechanisms. In the present report, we examine the collective behavior of pulse-coupled FitzHugh-Nagumo neurons using the phase reduction method. We show that the neurons tend to synchronize to form a fully synchronous state or a small number of clusters We alto analyze the stable behavior of two pulse-coupled neurons analytically.

作者: Naoki Masuda Kazuyuki Aihara

作者单位: Department of Mathematical Engineering and Information Physics,Graduate School of Engineering, the University of Tokyo, Bunkyo-ku, Tokyo 113-8656 Japan

会议类型: 国际会议

会议名称: 8th International Conference on Neural Information Processing(ICONIP 2001)(第八届国际神经信息处理大会)

会议地点: 上海

会议语种:英文

页码: 948-953

在线出版日期: 2001-11-14（万方平台首次上网日期，不代表论文的发表时间）