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dc.contributor.authorLynch, Nancy Ann
dc.contributor.authorWang, Mien Brabeeba
dc.date.accessioned2021-11-16T14:41:43Z
dc.date.available2021-11-05T18:41:16Z
dc.date.available2021-11-16T14:41:43Z
dc.date.issued2019
dc.identifier.urihttps://hdl.handle.net/1721.1/137573.2
dc.description.abstract© Nancy Lynch and Mien Brabeeba Wang. In this paper, we consider networks of deterministic spiking neurons, firing synchronously at discrete times. We consider the problem of translating temporal information into spatial information in such networks, an important task that is carried out by actual brains. Specifically, we define two problems: “First Consecutive Spikes Counting” and “Total Spikes Counting”, which model temporal-coding and rate-coding aspects of temporal-to-spatial translation respectively. Assuming an upper bound of T on the length of the temporal input signal, we design two networks that solve two problems, each using O(log T) neurons and terminating in time T + 1. We also prove that these bounds are tight.en_US
dc.language.isoen
dc.relation.isversionofhttp://dx.doi.org/10.4230/LIPIcs.DISC.2019.48en_US
dc.rightsCreative Commons Attribution 4.0 International licenseen_US
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/en_US
dc.sourceDROPSen_US
dc.titleBrief announcement: Integrating temporal information to spatial information in a neural circuiten_US
dc.typeArticleen_US
dc.identifier.citationLynch, N and Wang, MB. 2019. "Brief announcement: Integrating temporal information to spatial information in a neural circuit." Leibniz International Proceedings in Informatics, LIPIcs, 146.en_US
dc.contributor.departmentMassachusetts Institute of Technology. Department of Electrical Engineering and Computer Scienceen_US
dc.relation.journalLeibniz International Proceedings in Informatics, LIPIcsen_US
dc.eprint.versionFinal published versionen_US
dc.type.urihttp://purl.org/eprint/type/ConferencePaperen_US
eprint.statushttp://purl.org/eprint/status/NonPeerRevieweden_US
dc.date.updated2021-01-29T15:00:51Z
dspace.orderedauthorsLynch, N; Wang, MBen_US
dspace.date.submission2021-01-29T15:00:54Z
mit.journal.volume146en_US
mit.licensePUBLISHER_CC
mit.metadata.statusPublication Information Neededen_US


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