DMFT for coevolving Hopfield network shows moderate plasticity stabilizes retrieval via positive delayed feedback while excessive plasticity imprints the initial cue and creates spurious attractors.
Instabilities in associative memory model with synaptic depression and switching phenomena among attractors.Journal of the Physical Society of Japan, 79, 05 2010
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DMFT analysis of Hopfield network with plasticity
DMFT for coevolving Hopfield network shows moderate plasticity stabilizes retrieval via positive delayed feedback while excessive plasticity imprints the initial cue and creates spurious attractors.