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Information maximization principle explains the emergence of complex cell-like neurons
We propose models and a method to qualitatively explain the receptive field properties of complex cells in the primary visual cortex. We apply a learning method based on the information maximization principle in a feedforward network, which comprises an input layer of image patches, simple cell-like...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2013
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3836198/ https://www.ncbi.nlm.nih.gov/pubmed/24319424 http://dx.doi.org/10.3389/fncom.2013.00165 |