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Neural Networks and Deep Learning: A Textbook

By: Material type: TextTextPublication details: Cham, Switzerland : Springer, 2018Description: xxiii, 497 p. illustrations (some color) ; 25 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9783319944623
Subject(s): Genre/Form: DDC classification:
  • 006.32 AGG
Contents:
Introduction to Neural Networks -- Machine Learning with Shallow Neural Networks -- Training Deep Neural Networks -- Teaching Deep Learners to Generalize -- Radical Basis Function Networks -- Restricted Boltzmann Machines -- Recurrent Neural Networks -- Convolutional Neural Networks -- Deep Reinforcement Learning -- Advanced Topics in Deep Learning.
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Item type Current library Collection Call number Status Date due Barcode
Book Book Air University's Aerospace and Aviation Campus Kamra Computer Science Computer Science 006.32 AGG (Browse shelf(Opens below)) Available AUKP1489

Includes bibliographical references (pages 459-492) and index.

Introduction to Neural Networks -- Machine Learning with Shallow Neural Networks -- Training Deep Neural Networks -- Teaching Deep Learners to Generalize -- Radical Basis Function Networks -- Restricted Boltzmann Machines -- Recurrent Neural Networks -- Convolutional Neural Networks -- Deep Reinforcement Learning -- Advanced Topics in Deep Learning.

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