Title :
An autonomously controlled chaos neural network
Author :
Nakagawa, Masahiro
Author_Institution :
Dept. of Electr. Eng., Nagaoka Univ. of Technol., Niigata, Japan
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;
Conference_Titel :
Neural Networks, 1996., IEEE International Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-7803-3210-5
DOI :
10.1109/ICNN.1996.549010
