Deep Learning And Signal Processing

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Yecai Guo (Anhui Institute Of Information Technology, China) Lixiang Ma (Anhui Institute Of Information Technology, China)

Deep Learning And Signal Processing

Name: Deep Learning And Signal Processing
Price: 366.05 AUD
Availability: OutOfStock
ISBN: 9789819824175

Yecai Guo (Anhui Institute Of Information Technology, China), Lixiang Ma (Anhui Institute Of Information Technology, China)

$457.95 $366.05

Hardback

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English

World Scientific Publishing Co Pte Ltd
21 April 2026

Communications engineering & telecommunications; Machine learning; Signal processing

Summary
Details

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.

By: Yecai Guo (Anhui Institute Of Information Technology China), Lixiang Ma (Anhui Institute Of Information Technology, China)
Imprint: World Scientific Publishing Co Pte Ltd
Country of Publication: Singapore
ISBN: 9789819824175
ISBN 10: 9819824176
Pages: 396
Publication Date: 21 April 2026
Audience: College/higher education , Professional and scholarly , Primary , Undergraduate
Format: Hardback
Publisher's Status: Postponed Indefinitley