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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