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Sparsity-Regularized HMAX for Visual Recognition

About ten years ago, HMAX was proposed as a simple and biologically feasible model for object recognition, based on how the visual cortex processes information. However, the model does not encompass sparse firing, which is a hallmark of neurons at all stages of the visual pathway. The current paper...

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Detalhes bibliográficos
Main Authors: Hu, Xiaolin, Zhang, Jianwei, Li, Jianmin, Zhang, Bo
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3879257/
https://ncbi.nlm.nih.gov/pubmed/24392078
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0081813
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