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Subspace Learning of Neural Networks

By: Jian Cheng Lv,Zhang Yi,Jiliu Zhou

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Subspace Learning of Neural Networks

By: Jian Cheng Lv,Zhang Yi,Jiliu Zhou

Using real-life examples to illustrate the performance of learning algorithms and instructing readers how to apply them to practical applications, this work offers a comprehensive treatment of subspace learning algorithms for neural networks. The authors summarize a decade of high quality research offering a host of practical applications. They demonstrate ways to extend the use of algorithms to fields such as encryption communication, data mining, computer vision, and signal and image processing to name just a few. The brilliance of the work lies with how it coherently builds a theoretical understanding of the convergence behavior of subspace learning algorithms through a summary of chaotic behaviors.

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248

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CRC Press

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ISBN 10

1439815364

ISBN 13

9781439815366

Subspace Learning of Neural Networks

By: Jian Cheng Lv,Zhang Yi,Jiliu Zhou

Write a review Read reviews Take a Quiz Solve Book Puzzle

Subspace Learning of Neural Networks

By: Jian Cheng Lv,Zhang Yi,Jiliu Zhou

Using real-life examples to illustrate the performance of learning algorithms and instructing readers how to apply them to practical applications, this work offers a comprehensive treatment of subspace learning algorithms for neural networks. The authors summarize a decade of high quality research offering a host of practical applications. They demonstrate ways to extend the use of algorithms to fields such as encryption communication, data mining, computer vision, and signal and image processing to name just a few. The brilliance of the work lies with how it coherently builds a theoretical understanding of the convergence behavior of subspace learning algorithms through a summary of chaotic behaviors.

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Solve jigsaw puzzle

Age

Page Count

248

Publisher

CRC Press

Published Date

ISBN 10

1439815364

ISBN 13

9781439815366

Book's by Jiliu Zhou

Subspace Learning of Neural Networks

Subspace Learning of Neural Networks

Subspace Learning of Neural Networks

Subspace Learning of Neural Networks

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