Deep Learning: Methods and Applications (Foundations and Trends(r) in Signal Processing)

Deng, Li,Yu, Dong

ISBN 10: 1601988141 / ISBN 13: 9781601988140

Editore: Now Publishers Inc, 2014

Riguardo questo articolo

First Edition. Paperback. Front cover has light crease, Spine in good condition. Spine is tight. Pages are clean, no markings, notes or stains. Ships from Friends bookstore to benefit Beaverton (Oregon) library.

Codice articolo mon0000026738

Dati bibliografici

• Titolo: Deep Learning: Methods and Applications (Foundations and Trends(r) in Signal Processing)
• Editore: Now Publishers Inc
• Data di pubblicazione: 2014
• Lingua: Inglese
• ISBN 10: 1601988141
• ISBN 13: 9781601988140
• Rilegatura: paperback
• Edizione: prima edizione
• Condizione: Fine

Descrizione articolo

Riassunto

Deep Learning provides an overview of general deep learning methodology and its applications to a variety of signal and information processing tasks. The application areas are chosen with the following three criteria in mind: (1) expertise or knowledge of the authors; (2) the application areas that have already been transformed by the successful use of deep learning technology, such as speech recognition and computer vision; and (3) the application areas that have the potential to be impacted significantly by deep learning and that have been benefitting from recent research efforts, including natural language and text processing, information retrieval, and multimodal information processing empowered by multitask deep learning.

This is a timely and important book for researchers and students with an interest in deep learning methodology and its applications in signal and information processing.