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Spatiotemporal processing in neural networks with random synaptic background activity
journal contribution
posted on 2006-05-11, 15:44 authored by P.C. BressloffWe 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.
History
School
- Science
Department
- Mathematical Sciences
Pages
1578249 bytesCitation
BRESSLOFF, P.C., 1995. Spatiotemporal processing in neural networks with random synaptic background activity. Physical Review E, 51(5), pp. 5064–5073Publisher
© American Physical SocietyPublication date
1995Notes
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.ISSN
1063-651xLanguage
- en