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Please use this identifier to cite or link to this item: https://dspace.lboro.ac.uk/2134/1715

Title: Spatiotemporal processing in neural networks with random synaptic background activity
Authors: Bressloff, P.C.
Issue Date: 1995
Publisher: © American Physical Society
Citation: BRESSLOFF, P.C., 1995. Spatiotemporal processing in neural networks with random synaptic background activity. Physical Review E, 51(5), pp. 5064–5073
Abstract: We establish a formal similarity between a neural network with random synaptic background activity and a physical system in a heat bath. We then use techniques from nonequilibrium statistical physics to evaluate the average linear response of a lateral inhibitory network in a random background. We show how averaging over the background leads to nontrivial frequency-dependent modifications in network response.
Description: This article was published in the journal, Physical Review E [© American Physical Society]. It is also available at: http://link.aps.org/abstract/PRE/v51/p5064.
URI: https://dspace.lboro.ac.uk/2134/1715
ISSN: 1063-651x
Appears in Collections:Published Articles (Maths)

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