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The deep learning revolution / Terrence J. Sejnowski.

By: Sejnowski, Terrence J. (Terrence Joseph).
Material type: materialTypeLabelBookCall no.: Q325.5 .S456 2018Publication: Cambridge, Massachusetts : The MIT Press, c2018Description: x, 342 p. : ill. (chiefly col.).ISBN: 9780262038034; 026203803X.Subject(s): Machine learning | Big data | Artificial intelligence -- Social aspects
Contents:
Part I. Intelligence Reimagined. The Rise of Machine Learning -- The Rebirth of Artificial Intelligence -- The Dawn of Neural Networks -- Brain-style Computing -- Insights from the Visual System -- Part II. Many Ways to Learn. The Cocktail Party Problem -- The Hopfield Net and Boltzmann Machine -- Backpropagating Errors -- Convolutional Learning -- Reward Learning -- Neural Information Processing Systems -- Part III. Technological and Scientific Impact. The Future of Machine Learning -- The Age of Algorithms -- Hello, Mr. Chips -- Inside Information -- Consciousness -- Nature Is Cleverer than We Are -- Deep Intelligence.
List(s) this item appears in: TUPUEY-New Book-201902-02 (foreign)
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Book Book Puey Ungphakorn Library, Rangsit Campus
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General Books Q325.5 .S456 2018 (See Similar Items) Checked out 05/11/2019 31379015657217
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Includes bibliographical references and index.

Part I. Intelligence Reimagined. The Rise of Machine Learning -- The Rebirth of Artificial Intelligence -- The Dawn of Neural Networks -- Brain-style Computing -- Insights from the Visual System -- Part II. Many Ways to Learn. The Cocktail Party Problem -- The Hopfield Net and Boltzmann Machine -- Backpropagating Errors -- Convolutional Learning -- Reward Learning -- Neural Information Processing Systems -- Part III. Technological and Scientific Impact. The Future of Machine Learning -- The Age of Algorithms -- Hello, Mr. Chips -- Inside Information -- Consciousness -- Nature Is Cleverer than We Are -- Deep Intelligence.

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