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Simple and complex cells revisited: toward a selectivity-invariance model of object recognition

This paper presents a theoretical perspective on modeling ventral stream processing by revisiting the computational abstraction of simple and complex cells. In parallel to David Marr's vision theory, we organize the new perspective into three levels. At the computational level, we abstract simp...

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Detalles Bibliográficos
Autores principales: Li, Xin, Wang, Shuo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10613527/
https://www.ncbi.nlm.nih.gov/pubmed/37905187
http://dx.doi.org/10.3389/fncom.2023.1282828