Get 40% off of select print and eBooks in Engineering & Materials Science!

Smart Innovation, Systems and Technologies

Handbook of Deep Learning Applications

Editors: Balas, V.E., Roy, S.S., Sharma, D., Samui, P. (Eds.)

Free Preview
  • Provides a concise and structured presentation of deep learning applications
  • Introduces a large range of applications related to vision, speech, and natural language processing
  • Includes active research trends, challenges, and future directions of deep learning
see more benefits

Buy this book

eBook $139.00
price for USA in USD (gross)
  • ISBN 978-3-030-11479-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.99
price for USA in USD
  • ISBN 978-3-030-11478-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book presents a broad range of deep-learning applications related to vision, natural language processing, gene expression, arbitrary object recognition, driverless cars, semantic image segmentation, deep visual residual abstraction, brain–computer interfaces, big data processing, hierarchical deep learning networks as game-playing artefacts using regret matching, and building GPU-accelerated deep learning frameworks. Deep learning, an advanced level of machine learning technique that combines class of learning algorithms with the use of many layers of nonlinear units, has gained considerable attention in recent times. Unlike other books on the market, this volume addresses the challenges of deep learning implementation, computation time, and the complexity of reasoning and modeling different type of data. As such, it is a valuable and comprehensive resource for engineers, researchers, graduate students and Ph.D. scholars.

Table of contents (17 chapters)

Table of contents (17 chapters)

Buy this book

eBook $139.00
price for USA in USD (gross)
  • ISBN 978-3-030-11479-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.99
price for USA in USD
  • ISBN 978-3-030-11478-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Handbook of Deep Learning Applications
Editors
  • Valentina Emilia Balas
  • Sanjiban Sekhar Roy
  • Dharmendra Sharma
  • Pijush Samui
Series Title
Smart Innovation, Systems and Technologies
Series Volume
136
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-11479-4
DOI
10.1007/978-3-030-11479-4
Hardcover ISBN
978-3-030-11478-7
Series ISSN
2190-3018
Edition Number
1
Number of Pages
VI, 383
Number of Illustrations
54 b/w illustrations, 127 illustrations in colour
Topics