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Book Cover
Book
Author Aggarwal, Charu C.

Title Neural networks and deep learning : a textbook / Charu C. Aggarwal.

Imprint Cham, Switzerland : Springer, 2018.

Copies

Location Call No. Status
 Male Library  QA76.87.A343 2018    Available
 Male Library  QA76.87.A343 2018 c.2  Available
 Female Library  QA76.87.A343 2018    Available
 Female Library  QA76.87.A343 2018 c.2  Available
Description xxiii, 497 p. : ill. ; 28 cm.
Note KH-AUL-3
Bibliography Includes bibliographical references and index.
Contents 1 An Introduction to Neural Networks.- 2 Machine Learning with Shallow Neural Networks.- 3 Training Deep Neural Networks.- 4 Teaching Deep Learners to Generalize.- 5 Radical Basis Function Networks.- 6 Restricted Boltzmann Machines.- 7 Recurrent Neural Networks.- 8 Convolutional Neural Networks.- 9 Deep Reinforcement Learning.- 10 Advanced Topics in Deep Learning.
Subject Artificial intelligence
Computer science
Machine learning
Neural networks (Computer science)
ISBN 9783319944623
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