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

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2 Author(s)
Gopalsamy, K. ; Sch. of Inf. & Eng., Flinders Univ. of South Australia, Adelaide, SA, Australia ; Sariyasa

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

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Neural Networks, IEEE Transactions on  (Volume:13 ,  Issue: 3 )