Title :
Synchronization in a pulse-coupled network of chaotic spiking oscillators
Author :
Nakano, Hidehiro ; Saito, Toshimichi
Author_Institution :
Dept. of Electron., Electr. & Comput. Eng., Hosei Univ., Tokyo, Japan
Abstract :
This paper studies basic dynamics in a pulse-coupled network (PCN) of chaotic spiking oscillators. The PCN exhibits grouping phenomena characterized by partial chaos synchronous phenomena. Typical phenomena can be verified in the laboratory. Such partial synchronous phenomena are concerned deeply with the classification function. We also discuss the possibility of information processing applications using our PCN.
Keywords :
chaos; coupled circuits; image classification; image segmentation; neural nets; oscillators; pulse circuits; synchronisation; PCN dynamics; chaotic spiking oscillators; classification function; grouping phenomena; image classification; image segmentation; information processing; partial chaos synchronous phenomena; pulse-coupled network; simple single neuron models; spiking neuron models; synchronization; Chaos; Circuit testing; Computer networks; Equations; Intelligent networks; Neurons; Personal communication networks; Switches; Threshold voltage; Voltage-controlled oscillators;
Conference_Titel :
Circuits and Systems, 2002. MWSCAS-2002. The 2002 45th Midwest Symposium on
Print_ISBN :
0-7803-7523-8
DOI :
10.1109/MWSCAS.2002.1187189
