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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.
Zakup książki
Deep Learning Architectures, Ovidiu Calin
- Język
- Rok wydania
- 2020
- Oprawa
- (twarda)
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- Tytuł
- Deep Learning Architectures
- Podtytuł
- A Mathematical Approach
- Język
- angielski
- Autorzy
- Ovidiu Calin
- Wydawca
- Springer, Berlin
- Rok wydania
- 2020
- Oprawa
- twarda
- Liczba stron
- 760
- ISBN13
- 9783030367206
- Seria
- Kategorie
- Ocena
- 4,5 z 5
- Opis
- 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.