Title :
Chaotic dynamics in nerve membranes and its modelling with an artificial neuron
Author :
Aihara, Kazuyuki
Author_Institution :
Dept. of Electron. Eng., Tokyo Denki Univ., Japan
Abstract :
A neuron model with chaotic dynamics is explained on the basis of properties of biological nerve membranes such as continuous threshold separatrix and hysteresial refractoriness. It is demonstrated that an artificial neural network composed of such neuron models generates dynamical associative memory. The application of a chaotic neural network to associative memory is discussed
Keywords :
biomembranes; brain models; chaos; content-addressable storage; neural nets; neurophysiology; artificial neural network; artificial neuron; chaotic dynamics; continuous threshold separatrix; dynamical associative memory; hysteresial refractoriness; nerve membranes; neuron model; Associative memory; Bifurcation; Biological system modeling; Biomembranes; Brain modeling; Chaos; Equations; Hysteresis; Nerve fibers; Neurons;
Conference_Titel :
Circuits and Systems, 1991., IEEE International Sympoisum on
Print_ISBN :
0-7803-0050-5
DOI :
10.1109/ISCAS.1991.176649
