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FP-nets as novel deep networks inspired by vision

Feature-product networks (FP-nets) are inspired by end-stopped cortical cells with FP-units that multiply the outputs of two filters. We enhance state-of-the-art deep networks, such as the ResNet and MobileNet, with FP-units and show that the resulting FP-nets perform better on the Cifar-10 and Imag...

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Detalles Bibliográficos
Autores principales: Grüning, Philipp, Martinetz, Thomas, Barth, Erhardt
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Association for Research in Vision and Ophthalmology 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8762712/
https://www.ncbi.nlm.nih.gov/pubmed/35024759
http://dx.doi.org/10.1167/jov.22.1.8

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