DocumentCode
445889
Title
Dynamical behavior of a chaotic neural and its application to optimization problems
Author
Tanaka, Toshijiro ; Hiura, Etsumasa
Author_Institution
Dept. of Inf. Sci., Hiroshima Prefecture Univ., Japan
Volume
2
fYear
2005
fDate
31 July-4 Aug. 2005
Firstpage
753
Abstract
A model of an analog neuron with chaotic dynamics has been considered, and a chaotic neural network composed of this neuron has also been studied. The chaos neuron model has an internal variable which is evolved by a piecewise sine map, and it shows chaotic behavior. The chaotic neural network is applied to a well-defined optimization problem in order to investigate computational abilities of the present model.
Keywords
chaos; neural nets; optimisation; chaotic dynamics; chaotic neural network; dynamical behavior; optimization problem; piecewise sine map; Associative memory; Chaos; Computer networks; Electronic mail; Hopfield neural networks; Information processing; Information science; Neural networks; Neurons; Traveling salesman problems;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2005. IJCNN '05. Proceedings. 2005 IEEE International Joint Conference on
Print_ISBN
0-7803-9048-2
Type
conf
DOI
10.1109/IJCNN.2005.1555946
Filename
1555946
Link To Document