Generalization with Deep Learning - Hardcover

Chen Zhenghua

 
9789811218835: Generalization with Deep Learning
Hardcover
ISBN 10: 9811218838 ISBN 13: 9789811218835
Publisher: World Scientific Pub Co Inc, 2021

Synopsis

Deep Learning has achieved great success in many challenging research areas, such as image recognition and natural language processing. The key merit of deep learning is to automatically learn good feature representation from massive data conceptually. In this book, we will show that the deep learning technology can be a very good candidate for improving sensing capabilities.


In this edited volume, we aim to narrow the gap between humans and machines by showcasing various deep learning applications in the area of sensing. The book will cover the fundamentals of deep learning techniques and their applications in real-world problems including activity sensing, remote sensing and medical sensing. It will demonstrate how different deep learning techniques help to improve the sensing capabilities and enable scientists and practitioners to make insightful observations and generate invaluable discoveries from different types of data.

"synopsis" may belong to another edition of this title.

Publisher
World Scientific Pub Co Inc
Publication date
2021
Language
English
ISBN 10 
9811218838
ISBN 13 
9789811218835
Binding
Hardcover
Number of pages
314