Hardcover
Unlock deep learning’s secrets: Math, models, algorithms, and practical applications.
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Mathematical Foundations of Deep Learning Models and Algorithms
$301.71
- Hardcover
550 pages
- Release Date
24 December 2025
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Summary
Decoding Deep Learning: A Mathematical Journey
Deep learning, powered by multi-layer neural networks, has revolutionized fields like image, text, and speech recognition by modeling intricate data patterns. This book delves into the mathematical foundations that underpin these groundbreaking advances.
Inside, you’ll find:
- Detailed derivations and mathematical proofs for commonly used deep learning models and optimization methods.
- Applic…
Book Details
| ISBN-13: | 9781470481087 |
|---|---|
| ISBN-10: | 1470481081 |
| Series: | Graduate Studies in Mathematics |
| Author: | Konstantinos Spiliopoulos, Richard B. Sowers, Justin Sirignano |
| Publisher: | American Mathematical Society |
| Imprint: | American Mathematical Society |
| Format: | Hardcover |
| Number of Pages: | 550 |
| Release Date: | 24 December 2025 |
| Weight: | 0g |
| Dimensions: | 254mm x 178mm |
About The Author
Konstantinos Spiliopoulos
Konstantinos Spiliopoulos, Boston University, MA.
Richard B. Sowers, University of Illinois at Urbana Champaign, Illinois.
Justin Sirignano, University of Oxford, United Kingdom.
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