DocumentCode
303310
Title
An autonomously controlled chaos neural network
Author
Nakagawa, Masahiro
Author_Institution
Dept. of Electr. Eng., Nagaoka Univ. of Technol., Niigata, Japan
Volume
2
fYear
1996
fDate
3-6 Jun 1996
Firstpage
862
Abstract
We propose a simple chaos neural network model applied to autonomous chaotic wandering and the autoassociation models. The present artificial neuron model is properly characterized in terms of a sinusoidal activation function to involve chaotic dynamics as the ability of dynamic memory retrievals beyond the conventional chaotic model with a monotonous mapping such as a sigmoid function
Keywords
chaos; neural nets; transfer functions; autoassociation models; autonomous chaotic wandering; autonomously controlled chaos neural network; chaotic dynamics; dynamic memory retrievals; monotonous mapping; sinusoidal activation function; Artificial neural networks; Autocorrelation; Chaos; Control systems; Electronic mail; Neural networks; Neurodynamics; Neurons; Traveling salesman problems;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1996., IEEE International Conference on
Conference_Location
Washington, DC
Print_ISBN
0-7803-3210-5
Type
conf
DOI
10.1109/ICNN.1996.549010
Filename
549010
Link To Document