Title :
An analysis of associative dynamics in a chaotic neural network with external stimulation
Author :
Adachi, Masaharu ; Aihara, Kazuyuki ; Kotani, Makoto
Author_Institution :
Dept. of Electron. Eng., Tokyo Denki Univ., Japan
Abstract :
A dynamical associative network is constructed with chaotic neuron models interconnected through an auto-correlation synaptic matrix. Dynamics of the network with external inputs are analysed by output pattern sequences, the largest Lyapunov exponent and response characteristic to perturbations.
Keywords :
associative processing; chaos; content-addressable storage; correlation methods; neural nets; neurophysiology; physiological models; Lyapunov exponent; associative dynamics; auto-correlation synaptic matrix; chaotic neural network; chaotic neuron models; dynamical associative network; external stimulation; output pattern sequences; perturbations; Artificial neural networks; Biological neural networks; Chaos; Equations; Intelligent networks; Mathematical model; Neural networks; Neurofeedback; Neurons; Pattern analysis;
Conference_Titel :
Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
Print_ISBN :
0-7803-1421-2
DOI :
10.1109/IJCNN.1993.713943
