Title :
Spatio-temporal complex dynamics and computation in chaotic neural networks
Author :
Yamada, T. ; Aihara, K.
Author_Institution :
Dept. of Electron. Eng., Tokyo Denki Univ., Japan
Abstract :
In this paper, we study spatio-temporal complex dynamics in chaotic neural networks and its relationships with information processing. In particular, we apply the chaotic neural networks to the traveling salesman problem (TSP) as a concrete example of possible application of deterministic chaos and analyze the nonlinear computational dynamics from the viewpoint of characterization of the chaotic dynamics.<>
Keywords :
chaos; neural nets; operations research; travelling salesman problems; chaotic dynamics; chaotic neural networks; deterministic chaos; information processing; nonlinear computational dynamics; spatio-temporal complex dynamics; traveling salesman problem; Artificial neural networks; Biological neural networks; Biological system modeling; Cellular neural networks; Chaos; Computer networks; Intelligent networks; Nerve fibers; Neural networks; Neurons;
Conference_Titel :
Emerging Technologies and Factory Automation, 1994. ETFA '94., IEEE Symposium on
Conference_Location :
Tokyo, Japan
Print_ISBN :
0-7803-2114-6
DOI :
10.1109/ETFA.1994.402039
