Analyzing of dynamic characteristics for discrete S-PCNN

摘要：

　　Pulse Coupled Neutral Network (PCNN) is a new artificial neural network with biological mechanism,and has been widely applied in many areas such as image processing and so on,but its dynamic characteristics have not been analyzed effectively.In this paper,the dynamic characteristics about pulse period,refractory period and capture period in a simplified PCNN are discussed by mathematical analysis.Simulation results verify the correctness of the analysis conclusions.

关键词： Pulse Coupled Neutral Network dynamic characteristic capture period

作者: Rencan Nie Shaowen Yao Dongming Zhou Haiying Deng1

作者单位: School of Information Science, Yunnan University, Kunming 650091, China Graduate School, Yunnan University, Kunming 650091, China

会议类型: 国际会议

会议名称: 2013 2nd International Conference on Systems Engineering and Modeling(ICSEM-13)(2013年第二届系统工程与建模国际会议)

会议地点: 北京

会议语种:英文

页码: 276-280

在线出版日期: 2013-04-19（万方平台首次上网日期，不代表论文的发表时间）