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The Deep Learning Revolution.pdf

发布时间：2022-06-19 发布人：admin 分类：说明书 资料大小：9.65M 资料格式：pdf 举报 版权申诉
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    Contents
    Preface
    I Intelligence Reimagined
    1 The Rise of Machine Learning
    2 The Rebirth of Artificial Intelligence
    3 The Dawn of Neural Networks
    5 Insights from the Visual System
    II Many Ways to Learn
    6 The Cocktail Party Problem
    7 The Hopfield Net and Boltzmann Machine
    8 Backpropagating Errors
    9 Convolutional Learning
    10 Reward Learning
    11 Neural Information Processing Systems
    III Technological and Scientific Impact
    12 The Future of Machine Learning
    13 The Age of Algorithms
    14 Hello, Mr. Chips
    15 Inside Information
    16 Consciousness
    17 Nature Is Cleverer Than We Are
    18 Deep Intelligence
    Acknowledgments
    Recommended Reading
    Glossary
    Notes
    Index
    The Deep Learning Revolution
    The Deep Learning Revolution Terrence J. Sejnowski The MIT Press Cambridge, Massachusetts London, England
    © 2018 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 ITC Stone Sans Std and ITC Stone Serif Std by Toppan Best-set Premedia Limited. Printed and bound in the United States of America. Library of Congress Cataloging-in-Publication Data Names: Sejnowski, Terrence J. (Terrence Joseph), author. Title: The deep learning revolution / Terrence J. Sejnowski. Description: Cambridge, MA : The MIT Press, 2018. | Includes bibliographical references and index. Identifiers: LCCN 2017044863 | ISBN 9780262038034 (hardcover : alk. paper) Subjects: LCSH: Machine learning. | Big data. | Artificial intelligence--Social aspects. Classification: LCC Q325.5 .S45 2018 | DDC 006.3/1--dc23 LC record available at https://lccn.loc.gov/2017044863 10 9 8 7 6 5 4 3 2 1
    For Bo and Sol, Theresa, and Joseph In memory of Solomon Golomb
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