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Normalization Techniques in Deep Learning

By (author) Lei Huang

| on special |

normal price: R 2,122.95

Price: R 1,909.95

| book description |

​This book presents and surveys normalization techniques with a deep analysis in training deep neural networks.  In addition, the author provides technical details in designing new normalization methods and network architectures tailored to specific tasks.  Normalization methods can improve the training stability, optimization efficiency, and generalization ability of deep neural networks (DNNs) and have become basic components in most state-of-the-art DNN architectures.  The author provides guidelines for elaborating, understanding, and applying normalization methods.  This book is ideal for readers working on the development of novel deep learning algorithms and/or their applications to solve practical problems in computer vision and machine learning tasks.  The book also serves as a resource researchers, engineers, and students who are new to the field and need to understand and train DNNs.

| product details |



Normally shipped | This title will take longer to obtain, and should be delivered in 6-8 weeks
Publisher | Springer International Publishing AG
Published date | 9 Oct 2022
Language |
Format | Hardback
Pages | 110
Dimensions | 240 x 168 x 0mm (L x W x H)
Weight | 0g
ISBN | 978-3-0311-4594-0
Readership Age |
BISAC | computers / computer vision

| other options |



Normally shipped | Usually dispatched in 3 to 4 weeks as supplier is out of stock
Readership Age |
Normal Price | R 2,523.95
 Price | R 2,271.95 | on special |

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Survive the AI Apocalypse: A guide for solutionists

Bronwen Williams
Paperback / softback
232 pages
was: R 340.95
now: R 306.95
Forthcoming
Let's stare the future down and, instead of fearing AI, become solutionists.

The Memory Collectors: A Novel

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Paperback / softback
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Enquiries only

Living in a hut in 21st Century South Africa

Monde Ndandani
Paperback / softback
142 pages
was: R 220.95
now: R 198.95
Usually delivered in 6-12 days

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Paperback / softback
352 pages
was: R 295.95
now: R 265.95
Stock is usually dispatched in 6-12 days from date of order
 
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