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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.

Vydání

Nákup knihy

Deep Learning Architectures, Ovidiu Calin

Jazyk
Rok vydání
2020
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4,5
Velmi dobrá
2 Hodnocení

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Titul
Deep Learning Architectures
Podtitul
A Mathematical Approach
Jazyk
anglicky
Rok vydání
2020
Vazba
pevná
Počet stran
760
ISBN13
9783030367206
Série
Hodnocení
4,5 z 5
Anotace
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.