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A New Pooling Approach Based on Zeckendorf’s Theorem for Texture Transfer Information

The pooling layer is at the heart of every convolutional neural network (CNN) contributing to the invariance of data variation. This paper proposes a pooling method based on Zeckendorf’s number series. The maximum pooling layers are replaced with Z pooling layer, which capture texels from input imag...

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Detalles Bibliográficos
Autores principales: Vigneron, Vincent, Maaref, Hichem, Syed, Tahir Q.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7996611/
https://www.ncbi.nlm.nih.gov/pubmed/33669033
http://dx.doi.org/10.3390/e23030279