Description

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.

Deep Learning: Methods and Applications

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Paperback / softback by Li Deng , Dong Yu

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Deep Learning provides an overview of general deep learning methodology and its applications to a variety of signal and information... Read more

    Publisher: now publishers Inc
    Publication Date: 30/06/2014
    ISBN13: 9781601988140, 978-1601988140
    ISBN10: 1601988141

    Number of Pages: 212

    Non Fiction , Computing

    Description

    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.

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