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Limitations of short range Mexican hat connection for driving target selection in a 2D neural field: activity suppression and deviation from input stimuli

Dynamic Neural Field models (DNF) often use a kernel of connection with short range excitation and long range inhibition. This organization has been suggested as a model for brain structures or for artificial systems involved in winner-take-all processes such as saliency localization, perceptual dec...

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Detalles Bibliográficos
Autores principales: Mégardon, Geoffrey, Tandonnet, Christophe, Sumner, Petroc, Guillaume, Alain
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4611141/
https://www.ncbi.nlm.nih.gov/pubmed/26539103
http://dx.doi.org/10.3389/fncom.2015.00128