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

Fernández Caballero, Antonio, López, María T., Carmona, Enrique J. y Delgado, Ana E. . (2011) A historical perspective of algorithmic lateral inhibition and accumulative computation in computer vision. Neurocomputing 74(8), 1175-1181 (2011)

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Título A historical perspective of algorithmic lateral inhibition and accumulative computation in computer vision
Autor(es) Fernández Caballero, Antonio
López, María T.
Carmona, Enrique J.
Delgado, Ana E.
Materia(s) Ingeniería Informática
Abstract Certainly, 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.
Palabras clave Algorithmic lateral inhibition
accumulative computation
neuro-inspired computer vision
Editor(es) Elsevier
Fecha 2011-03
Identificador bibliuned:95-Ejcarmona-0013
http://e-spacio.uned.es/fez/view/bibliuned:95-Ejcarmona-0013
DOI - identifier http://dx.doi.org/10.1016/j.neucom.2010.07.028
ISSN - identifier 1872-8286
Nombre de la revista Neurocomputing
Número de Volumen 74
Número de Issue 8
Página inicial 1175
Página final 1181
Publicado en la Revista Neurocomputing 74(8), 1175-1181 (2011)
Idioma eng
Versión de la publicación acceptedVersion
Tipo de recurso Article
Derechos de acceso y licencia http://creativecommons.org/licenses/by-nc-nd/4.0
info:eu-repo/semantics/openAccess
Tipo de acceso Acceso abierto
Notas adicionales This is an Accepted Manuscript of an article published by Elsevier in "Neurocomputing 74(8), 1175-1181 (2011)", available at: http://dx.doi.org/10.1016/j.neucom.2010.07.028
Notas adicionales Este es el manuscrito aceptado del artículo publicado por Elsevier en "Neurocomputing 74(8), 1175-1181 (2011)", disponible en: http://dx.doi.org/10.1016/j.neucom.2010.07.028

 
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