Title :
Novel synchronization phenomena from a pulse-coupled network of chaotic integrate-and-fire neurons
Author :
Torikai, Hiroyuki ; Shimazaki, Masanao ; Saito, Toshimichi
Author_Institution :
Dept. EEE, Hosei Univ., Tokyo, Japan
fDate :
6/24/1905 12:00:00 AM
Abstract :
We present a master-slave pulse-coupled network of nonautonomous chaotic integrate-and-fire neurons. The output spike-train of the master is input to the slave. Then the slave exhibits two kinds of firings: one caused by the input spike and the other caused by a threshold effect of the slave. We classify chaotic and periodic synchronization phenomena and clarify outlines of their occurrence mechanisms. Using a simple test circuit, typical phenomena are verified in the laboratory
Keywords :
chaos; learning (artificial intelligence); neural nets; pattern classification; synchronisation; chaotic synchronization; firing threshold; integrate-and-fire neurons; learning algorithm; master-slave pulse-coupled network; pattern classification; periodic synchronization; Bifurcation; Chaos; Circuit testing; Electronic mail; Laboratories; Master-slave; Neurons; Personal communication networks; Samarium; Signal generators;
Conference_Titel :
Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-7278-6
DOI :
10.1109/IJCNN.2002.1007677
