REGION GROWING BASED ON PULSE-COUPLED NEURAL NETWORK

摘要：

Coupling modulation mechanism is the key of PCNN model.This paper proposes a scheme for remedy coupling for edge neurons, in which coupling coefficient argumentation makeup lack of linking input A brief restriction relation between dissimilar parameters is figured out in this paper, which just needs to configure one experimental parameter.Additionally, experimental data traced proves threshold exponential decaying mechanism in conventional model.

关键词： Pulse-coupled neural network Region growing Pulse Recruit

作者: NA CHEN ZHI-BAI QIAN SHI-XIN ZHAO JIN-SHENG FAN

作者单位: Department of Computer Science, Shijiazhuang Railway Institute, Shijiazhuang City, Hebei Province, C The 54th Research Institute of CETC, Shijiazhuang 050002, China Department of Mathematics, Shijiazhuang Railway Institute, Shijiazhuang City, Hebei Province, China

会议类型: 国际会议

会议名称: 2007 International Conference on Machine Learning and Cybernetics(IEEE第六届机器学习与控制论国际会议)

会议地点: 香港

会议语种:英文

页码: 2832-2836

在线出版日期: 2007-08-19（万方平台首次上网日期，不代表论文的发表时间）