Qualitative Analysis in Locally Coupled Neural Oscillator Network

摘要：

The paper investigates a locally coupled neural oscillator autonomous system qualitatively. To obtain analytical results, we choose an approximation method and obtain the set of parameter values for which an asymptotically stable limit cycle exists, and then give sufficient conditions on the coupling parameters which can guarantee asymptotically global synchronization of oscillators given the same external input. The above results are potentially useful to analytical and numerical work on the binding problem in perceptual grouping and pattern segmentation.

关键词： Neural network Limit cycle Synchronization Dynamic system

作者: Yong Meng Yuanhua Qiao Jun Miao Lijuan Duan Faming Fang

作者单位: College of Applied Science, Beijing University of Technology, Beijing 100124, China

会议类型: 国际会议

会议名称: The Second International Conference on Cognitive Neurodynamics--2009(第二届国际认知神经动力学会议)

会议地点: 杭州

会议语种:英文

页码: 233-238

在线出版日期: 2009-11-15（万方平台首次上网日期，不代表论文的发表时间）