DMFT analysis of Hopfield networks with coevolving plasticity shows an optimal plasticity strength that enlarges basins of attraction and raises memory load via delayed feedback but causes cue imprinting when too strong.
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 analysis of Hopfield networks with coevolving plasticity shows an optimal plasticity strength that enlarges basins of attraction and raises memory load via delayed feedback but causes cue imprinting when too strong.