Region Growing Based on Pulse-Coupled Neural Network

Autor: Na Chen, Jin-sheng Fan, Shi-xin Zhao, Zhi-Bai Qian
Rok vydání: 2007
Předmět:
Zdroj: 2007 International Conference on Machine Learning and Cybernetics.
Popis: 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.
Databáze: OpenAIRE