The Synchronization Process and Segmentation of Patterns in Complex Network
Natural Computation, 2008. ICNC '08. Fourth International Conference（2008）
摘要
The brain processes information with amazing speed. Neurons of different districts or even different cerebral hemispheres can reach synchronous firing almost simultaneously. The networks with local connections can not achieve such speed. The small-world networks discussed widely recent years may be one of the choices. Our researches manifest that the small-world networks can reach the synchronous firing rapidly. We also demonstrate that the model has the basic functions of pattern segmentation and feature binding. The time delays and the noise are presented in the model. We also used the mechanism of stochastic resonance.
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关键词
complex networks,delays,image segmentation,neural nets,pattern classification,stochastic processes,synchronisation,brain processes information,cerebral hemispheres,complex network,feature binding,neurons,pattern segmentation,small-world networks,stochastic resonance,synchronization process,synchronous firing,time delays,neural networks,segmentation,synchronization
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