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Author:
Graupe, Daniel, author.
Title:
Deep learning neural networks : design and case studies / Daniel Graupe.
Publisher:
World Scientific Publishing Co. Pte. Ltd.,
Copyright Date:
2016
Description:
xvi, 263 pages : illustrations ; 25 cm
Subject:
Neural networks (Computer science)--Design.
Neural networks (Computer science)--Problems, exercises, etc.
Machine learning.
Notes:
Includes index.
Contents:
Deep learning neural networks: methodology and scope -- Basic concepts of neural networks -- Back-propagation -- The cognitron and neocognitron -- Deep learning convolutional neural networks -- LAMSTAR-1 and LAMSTAR-2 neural networks -- Other neural networks for deep learning -- Case studies -- Concluding comments.
ISBN:
9813146451
9789813146457
9813146443
9789813146440
OCLC:
(OCoLC)953843908
Locations:
USUX851 -- Iowa State University - Parks Library (Ames)

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