Region Growing Based on Pulse-Coupled Neural Network

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 nee...

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Bibliographic Details
Published in2007 International Conference on Machine Learning and Cybernetics Vol. 5; pp. 2832 - 2836
Main Authors Na Chen, Zhi-Bai Qian, Shi-Xin Zhao, Jin-Sheng Fan
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.08.2007
Subjects
Cities and towns
Cybernetics
Equations
Joining processes
Machine learning
Neural networks
Neurons
Pulse
Pulse modulation
Pulse-coupled neural network
Rail transportation
Recruit
Recruitment
Region growing
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Summary: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.
ISBN:1424409721
9781424409723
ISSN:2160-133X
DOI:10.1109/ICMLC.2007.4370630