Analyzing of Dynamic Characteristics for Discrete S-PCNN
Ren Can Nie, Shao Wen Yao, Dong Ming Zhou, Hai Ying Deng · Advanced materials research · 2013
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.