Deep Learning Architectures by Ovidiu Calin (Hardback Book)

Name: Deep Learning Architectures by Ovidiu Calin (Hardback Book)
Brand: Springer Nature Switzerland AG

Springer Nature Switzerland AG

Explore the mathematical foundations of neural networks with 'Deep Learning Architectures: A Mathematical Approach' by Ovidiu Calin. This comprehensive hardcover book bridges the gap between intuitive understanding and rigorous mathematical language, interpreting neural networks as both universal function approximators and information processors. Ideal for graduate courses in deep learning and a valuable resource for machine learning researchers seeking a theoretical understanding of the subject. Published on February 14, 2020, it features 760 pages with 172 black and white and 35 color illustrations. Key Features: - Mathematical approach to deep learning architectures - Bridges intuitive concepts with modern mathematical language - Suitable for graduate and advanced undergraduate courses - Essential for researchers seeking theoretical understanding Product Summary: Deep Learning Architectures, Hardcover, First edition, English, 760 pages, Written by Ovidiu Calin, ISBN 9783030367206.