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Deep Learning
Adaptive Computation and Machine Learning
Thomas Dietterich, Editor
Christopher Bishop, David Heckerman, Michael Jordan, and
Michael Kearns, Associate Editors
A complete list of books published in The Adaptive Computation and
Machine Learning series appears at the back of this book.
Deep Learning
Ian Goodfellow
Yoshua Bengio and
Aaron Courville
The MIT Press
Cambridge, Massachusetts
London, England
c
2016 Massachusetts Institute of Technology
All rights reserved. No part of this book may be reproduced in any form by any
electronic or mechanical means (including photocopying, recording, or information
storage and retrieval) without permission in writing from the publisher.
This book was set in SFRM1095 by diacriTech, Chennai.
Printed and bound in the United States of America.
Library of Congress Cataloging-in-Publication Data
Names: Goodfellow, Ian, author. | Bengio, Yoshua, author. | Courville, Aaron,
author.
Title: Deep learning / Ian Goodfellow, Yoshua Bengio, and Aaron Courville.
Description: Cambridge, MA : MIT Press, [2017] | Series: Adaptive computation
and machine learning series | Includes bibliographical references and
index.
Identifiers: LCCN 2016022992 | ISBN 9780262035613 (hardcover : alk. paper)
Subjects: LCSH: Machine learning,
Classification: LCC Q325.5 .G66 2017 | DDC 006.3/1–dc23 LC record available
at https://lccn.loc.gov/2016022992
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