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Deep Learning Architectures

A Mathematical Approach

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Focusing on the mathematical foundation of neural networks, this book explores their dual role as universal approximators and information processors. It connects intuitive concepts with precise mathematical language, offering insights into best practices while highlighting the robustness and elegance of modern mathematics. This approach aims to deepen understanding of neural networks, making complex ideas more accessible to readers.

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Deep Learning Architectures, Ovidiu Calin

Idioma
Publicado en
2020
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Subtítulo
A Mathematical Approach
Idioma
Inglés
Publicado en
2020
Formato
Tapa dura
Páginas
760
ISBN13
9783030367206
Serie
Calificación
4,5 de 5
Descripción
Focusing on the mathematical foundation of neural networks, this book explores their dual role as universal approximators and information processors. It connects intuitive concepts with precise mathematical language, offering insights into best practices while highlighting the robustness and elegance of modern mathematics. This approach aims to deepen understanding of neural networks, making complex ideas more accessible to readers.