Time delays and stimulus-dependent pattern formation in periodic environments in isolated neurons

Authors:
K. Gopalsamy; Sariyasa
Affiliations:
Sch. of Inf. & Eng., Flinders Univ. of South Australia, Adelaide, SA;-
Venue:
IEEE Transactions on Neural Networks
Year:
2002

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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