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A historical perspective of algorithmic lateral inhibition and accumulative computation in computer vision

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dc.contributor.authorFernández Caballero, Antonio
dc.contributor.authorCarmona, Enrique J.
dc.contributor.authorDelgado, Ana Esperanza
dc.contributor.authorLópez López, María Dolores
dc.date.accessioned2024-06-11T15:15:22Z
dc.date.available2024-06-11T15:15:22Z
dc.date.issued2011-03
dc.description.abstractCertainly, one of the prominent ideas of Professor José Mira was that it is absolutely mandatory to specify the mechanisms and/or processes underlying each task and inference mentioned in an architecture in order to make operational that architecture. The conjecture of the last fifteen years of joint research has been that any bottom-up organization may be made operational using two biologically inspired methods called “algorithmic lateral inhibition”, a generalization of lateral inhibition anatomical circuits, and “accumulative computation”, a working memory related to the temporal evolution of the membrane potential. This paper is dedicated to the computational formulation of both methods. Finally, all of the works of our group related to this methodological approximation are mentioned and summarized, showing that all of them support the validity of this approximation.en
dc.description.versionversión final
dc.identifier.doihttp://dx.doi.org/10.1016/j.neucom.2010.07.028
dc.identifier.issn1872-8286
dc.identifier.urihttps://hdl.handle.net/20.500.14468/22391
dc.journal.issue8
dc.journal.titleNeurocomputing
dc.journal.volume74
dc.language.isoen
dc.publisherElsevier
dc.relation.centerE.T.S. de Ingeniería Informática
dc.relation.departmentInteligencia Artificial
dc.rightsAtribución-NoComercial-SinDerivadas 4.0 Internacional
dc.rightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0
dc.subject.keywordsAlgorithmic lateral inhibition
dc.subject.keywordsaccumulative computation
dc.subject.keywordsneuro-inspired computer vision
dc.titleA historical perspective of algorithmic lateral inhibition and accumulative computation in computer visiones
dc.typeartículoes
dc.typejournal articleen
dspace.entity.typePublication
relation.isAuthorOfPublication283f3ea6-a03b-494e-bab9-6b4fbac69591
relation.isAuthorOfPublication.latestForDiscovery283f3ea6-a03b-494e-bab9-6b4fbac69591
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