Deep Dive into Deep Learning Frameworks: A Mathematical Exploration

Rupesh Kumar Tipu

ISBN 10: 6207808452 / ISBN 13: 9786207808458

Editore: LAP LAMBERT Academic Publishing Jun 2024, 2024

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Neuware -'Deep Dive into Deep Learning Frameworks: A Mathematical Exploration' offers an in-depth exploration of the fundamental mathematical concepts that power contemporary deep learning methodologies. This book serves as a comprehensive guide for researchers, practitioners, and enthusiasts seeking to understand the intricate mathematical underpinnings of neural networks, convolutional neural networks (CNNs), recurrent neural networks (RNNs), and other advanced models like generative adversarial networks (GANs) and autoencoders.Books on Demand GmbH, Überseering 33, 22297 Hamburg 68 pp. Englisch.

Codice articolo 9786207808458

Dati bibliografici

• Titolo: Deep Dive into Deep Learning Frameworks: A Mathematical Exploration
• Editore: LAP LAMBERT Academic Publishing Jun 2024
• Data di pubblicazione: 2024
• Lingua: Inglese
• ISBN 10: 6207808452
• ISBN 13: 9786207808458
• Rilegatura: Taschenbuch
• Condizione: Neu
• Dimensioni: 220 L x 150 A x 5 P (millimetri) 220 millimetri di larghezza per 150 millimetri di altezza per 5 millimetri di profondità
• Peso: 119 grammi

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Riassunto

"Deep Dive into Deep Learning Frameworks: A Mathematical Exploration" offers an in-depth exploration of the fundamental mathematical concepts that power contemporary deep learning methodologies. This book serves as a comprehensive guide for researchers, practitioners, and enthusiasts seeking to understand the intricate mathematical underpinnings of neural networks, convolutional neural networks (CNNs), recurrent neural networks (RNNs), and other advanced models like generative adversarial networks (GANs) and autoencoders.