INTERMITTENCY OF RECURRENT NEURON AND ITS NETWORK DYNAMICS

Authors
TSUBATA T KAWABATA H SHIRAO Y HIRATA M NAGAHARA T INAGAKI Y
Citation
T. Tsubata et al., INTERMITTENCY OF RECURRENT NEURON AND ITS NETWORK DYNAMICS, IEICE transactions on fundamentals of electronics, communications and computer science, E76A(5), 1993, pp. 695-703
Citations number
NO
Categorie Soggetti
Engineering, Eletrical & Electronic","Computer Applications & Cybernetics
Journal title
IEICE transactions on fundamentals of electronics, communications and computer science → ACNP
ISSN journal
09168508
Volume
E76A
Issue
5
Year of publication
1993
Pages
695 - 703
Database
ISI
SICI code
0916-8508(1993)E76A:5<695:IORNAI>2.0.ZU;2-A
Abstract
Various models of a neuron have been proposed and many studies about t hem and their networks have been reported. Among these neurons, this p aper describes a study about the model of a neuron providing its own f eedback input and possesing a chaotic dynamics. Using a return map or a histogram of laminar length, type-I intermittency is recognized in a recurrent neuron and its network. A posibility of controlling dynamic s in recurrent neural networks is also mentioned a little in this pape r.