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Li Deng; Dong Yu

Li Deng; Dong Yu Foundations and Trends(r) in Signal Processing: Deep Learning : Methods and Applications (Series #20) (Paperback)

Li Deng; Dong Yu Foundations and Trends(r) in Signal Processing: Deep Learning : Methods and Applications (Series #20) (Paperback)

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Deep learning, Machine learning, Artificial intelligence, Neural networks, Deep neural networks, Deep stacking networks, Autoencoders, Supervised learning, Unsupervised learning, Hybrid deep networks, Object recognition, Computer vision, Natural language processing, Language models, Multi-task learning, Multi-modal processing Deep Learning: Methods and Applications 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 multi-task deep learning. Deep Learning: Methods and Applications 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. "This book provides an overview of a sweeping range of up-to-date deep learning methodologies and their application to a variety of signal and information processing tasks, including not only automatic speech recognition (ASR), but also computer vision, language modeling, text processing, multimodal learning, and information retrieval. This is the first and the most valuable book for "deep and wide learning" of deep learning, not to be missed by anyone who wants to know the breathtaking impact of deep learning on many facets of information processing, especially ASR, all of vital importance to our modern technological society." - Sadaoki Furui, President of Toyota Technological Institute at Chicago, and Professor at the Tokyo Institute of Technology. Foundations and Trends(r) in Signal Processing: Deep Learning: Methods and Applications (Paperback)

Specifications

Language

English

Series Title

Foundations and Trends(r) in Signal Processing

Publisher

Now Publishers

Book Format

Paperback

Original Languages

ENG

Number of Pages

212

Author

Li Deng, Dong Yu

Title

Deep Learning

ISBN-13

9781601988140

Publication Date

June, 2014

Assembled Product Dimensions (L x W x H)

9.21 x 6.14 x 0.45 Inches

ISBN-10

1601988141

SKU: WA53261890

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