Competition between pattern recall and sequence processing in a neural network storing correlated patterns
W Whyte; D Sherrington; A C C Coolen; W Whyte; Dept. of Phys., Oxford Univ., UK; D Sherrington; Dept. of Phys., Oxford Univ., UK; A C C Coolen; Dept. of Phys., Oxford Univ., UK
Журнал:
Journal of Physics A: Mathematical and General
Дата:
1995-06-21
Аннотация:
We investigate the effects on a network that stores a sequence of patterns without time delays of introducing patterns that are correlated in a way that depends only on their separation from each other in the sequence. We demonstrate that with a carefully chosen form for the synaptic matrix, the introduction of these correlations can, under certain circumstances, aid the recall of the individual patterns while still preserving the limit-cycle behaviour of the net.
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