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

Deng, Li; Yu, Dong

ISBN 10: 1601988141 / ISBN 13: 9781601988140

Edité par Now Publishers, 2014

A propos de cet article

N° de réf. du vendeur I-9781601988140

Détails bibliographiques

• Titre: Deep Learning: Methods and Applications (Foundations and Trends(r) in Signal Processing)
• Éditeur: Now Publishers
• Date de parution: 2014
• Langue: anglais
• ISBN à 10 chiffres: 1601988141
• ISBN à 13 chiffres: 9781601988140
• Reliure: Couverture souple
• État de l'article: New

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Synopsis

This book 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: expertise or knowledge of the authors; the application areas that have already been transformed by the successful use of deep learning technology, such as speech recognition and computer vision; and the application areas that have the potential to be impacted significantly by deep learning and that are benefitting from concentrated research efforts, including natural language and text processing, information retrieval, and multimodal information processing empowered by multi-task deep learning.