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Role of Layers and Neurons in Deep Learning With the Rectified Linear Unit

Deep learning is used to classify data into several groups based on nonlinear curved surfaces. In this paper, we focus on the theoretical analysis of deep learning using the rectified linear unit (ReLU) activation function. Because layers approximate a nonlinear curved surface, increasing the number...

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Detalles Bibliográficos
Autores principales:	Takekawa, Akira, Kajiura, Masayuki, Fukuda, Hiroya
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Cureus 2021
Materias:	Epidemiology/Public Health
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8601259/ https://www.ncbi.nlm.nih.gov/pubmed/34820210 http://dx.doi.org/10.7759/cureus.18866

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