DocumentCode
744662
Title
Time delays and stimulus-dependent pattern formation in periodic environments in isolated neurons
Author
Gopalsamy, K. ; Sariyasa
Author_Institution
Sch. of Inf. & Eng., Flinders Univ. of South Australia, Adelaide, SA, Australia
Volume
13
Issue
3
fYear
2002
fDate
5/1/2002 12:00:00 AM
Firstpage
551
Lastpage
563
Abstract
The dynamical characteristics of a single isolated Hopfield-type neuron with dissipation and time-delayed self-interaction under periodic stimuli are studied. Sufficient conditions for the heteroassociative stable encoding of periodic external stimuli are obtained. Both discrete and continuously distributed delays are included
Keywords
Hopfield neural nets; delays; encoding; stability; Hopfield-type neuron; distributed delays; dynamical characteristics; heteroassociative stable encoding; isolated neurons; periodic environments; periodic stimuli; stimulus-dependent pattern formation; sufficient conditions; time delays; Artificial neural networks; Biological neural networks; Biological system modeling; Delay effects; Encoding; Hopfield neural networks; Neural networks; Neurons; Pattern formation; Sufficient conditions;
fLanguage
English
Journal_Title
Neural Networks, IEEE Transactions on
Publisher
ieee
ISSN
1045-9227
Type
jour
DOI
10.1109/TNN.2002.1000124
Filename
1000124
Link To Document