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Language: English
Published by Biblioscholar 11/16/2012, 2012
ISBN 10: 1288306814 ISBN 13: 9781288306817
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Paperback or Softback. Condition: New. Parallel Implementation of an Artificial Neural Network Integrated Feature and Architecture Selection Algorithm. Book.
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Seller: Ria Christie Collections, Uxbridge, United Kingdom
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Seller: GreatBookPricesUK, Woodford Green, United Kingdom
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Seller: GreatBookPricesUK, Woodford Green, United Kingdom
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Condition: New. KlappentextrnrnThe selection of salient features and an appropriate hidden layer architecture contributes significantly to the performance of a neural network. A number of metrics and methodologies exist for estimating these parameters. This res.
Language: English
Published by British Library, Historical Print Editions, 2012
ISBN 10: 1288306814 ISBN 13: 9781288306817
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Language: English
Published by British Library, Historical Print Editions Nov 2012, 2012
ISBN 10: 1288306814 ISBN 13: 9781288306817
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Taschenbuch. Condition: Neu. Neuware - The selection of salient features and an appropriate hidden layer architecture contributes significantly to the performance of a neural network. A number of metrics and methodologies exist for estimating these parameters. This research builds on recent efforts to integrate feature and architecture selection for the multi-layer perceptron. In the first stage of work a current algorithm is developed in a parallel environment, significantly improving its efficiency and utility. In the second stage, improvements to the algorithm are proposed. With regards to feature selection, a common random number (CRN) addition is presented. Two new methods of architecture selection are examined, including an information criterion and a signal-to-noise based procedure. These methodologies are shown to improve algorithm performance.
Language: English
Published by British Library, Historical Print Editions, 2012
ISBN 10: 1288306814 ISBN 13: 9781288306817
Seller: PBShop.store UK, Fairford, GLOS, United Kingdom
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Quantity: Over 20 available
Add to basketPAP. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.
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