Cart
Free US shipping over $10
Proud to be B-Corp

Deep Learning Li Deng

Deep Learning By Li Deng

Deep Learning by Li Deng


$86.99
Condition - New
Only 2 left

Summary

Provides an overview of general deep learning methodology and its applications to a variety of signal and information processing tasks. This is a timely and important book for researchers and students with an interest in deep learning methodology.

Deep Learning Summary

Deep Learning: Methods and Applications by Li Deng

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.

Table of Contents

Endorsement 1. Introduction 2. Some Historical Context of Deep Learning 3. Three Classes of Deep Learning Networks 4. Deep Autoencoders - Unsupervised Learning 5. Pre-Trained Deep Neural Networks - A Hybrid 6. Deep Stacking Networks and Variants - Supervised Learning 7. Selected Applications in Speech and Audio Processing 8. Selected Applications in Language Modeling and Natural Language Processing 9. Selected Applications in Information Retrieval 10. Selected Applications in Object Recognition and Computer Vision 11. Selected Applications in Multimodal and Multi-task Learning 12. Conclusion References

Additional information

NLS9781601988140
9781601988140
1601988141
Deep Learning: Methods and Applications by Li Deng
New
Paperback
now publishers Inc
2014-06-30
212
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a new book - be the first to read this copy. With untouched pages and a perfect binding, your brand new copy is ready to be opened for the first time

Customer Reviews - Deep Learning