Verwandte Artikel zu DEEP LEARNING AND SIGNAL PROCESSING

DEEP LEARNING AND SIGNAL PROCESSING - Hardcover

Guo Yecai

 
9789819824175: DEEP LEARNING AND SIGNAL PROCESSING
Hardcover
ISBN 10: 9819824176 ISBN 13: 9789819824175
Verlag: World Scientific, 2026

Inhaltsangabe

This monograph provides a comprehensive synthesis of recent research that demonstrates how deep learning methods can be effectively applied to achieve technological innovation in signal processing. Deep Learning and Signal Processing takes the reader through the evolution of machine and deep learning, beginning with the foundations of neural networks to advanced architectures such as deep recursive cascaded convolutional neural networks (CNNs), and core deep learning principles, to cutting-edge applications. Practical case studies in multiple areas such as blind equalization, remote sensing image classification, motion deblurring, handwriting recognition, ADHD diagnosis, and more, are integrated with learning points throughout the book. By bridging theory with real-world applications, the book equips engineering technicians, postgraduate students, researchers, and AI professionals with the expertise to overcome technological bottlenecks in applying deep learning to signal processing within their respective domains.

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Verlag
World Scientific
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 10 
9819824176
ISBN 13 
9789819824175
Einband
Gebundene Ausgabe
Anzahl der Seiten
612
Kontakt zum Hersteller
World Scientific Publishing
https://www.worldscientific.com/

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