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

Yu, Dong

ISBN 10: 1601988141 / ISBN 13: 9781601988140

Editore: Now Publishers, 2014

Codice articolo 1601988141-VB

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.

Dati bibliografici

Titolo: Deep Learning: Methods and Applications (...
Casa editrice: Now Publishers
Data di pubblicazione: 2014
Legatura: paperback
Condizione: As New