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Published by Springer Verlag, Singapore, Singapore, 2018
ISBN 10: 9811318697 ISBN 13: 9789811318696
Language: English
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Paperback. Condition: new. Paperback. This book proposes a novel neural architecture, tree-based convolutional neural networks (TBCNNs),for processing tree-structured data. TBCNNsare related to existing convolutional neural networks (CNNs) and recursive neural networks (RNNs), but they combine the merits of both: thanks to their short propagation path, they are as efficient in learning as CNNs; yet they are also as structure-sensitive as RNNs. In this book, readers will also find a comprehensive literature review of related work, detailed descriptions of TBCNNs and their variants, and experiments applied to program analysis and natural language processing tasks. It is also an enjoyable read for all those with a general interest in deep learning. This book proposes a novel neural architecture, tree-based convolutional neural networks (TBCNNs),for processing tree-structured data. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
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Seller: Ria Christie Collections, Uxbridge, United Kingdom
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Published by Springer-Verlag New York Inc, 2018
ISBN 10: 9811318697 ISBN 13: 9789811318696
Language: English
Seller: Revaluation Books, Exeter, United Kingdom
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Add to basketPaperback. Condition: Brand New. 96 pages. 9.00x6.00x0.25 inches. In Stock.
Published by Springer Verlag, Singapore, Singapore, 2018
ISBN 10: 9811318697 ISBN 13: 9789811318696
Language: English
Seller: AussieBookSeller, Truganina, VIC, Australia
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Add to basketPaperback. Condition: new. Paperback. This book proposes a novel neural architecture, tree-based convolutional neural networks (TBCNNs),for processing tree-structured data. TBCNNsare related to existing convolutional neural networks (CNNs) and recursive neural networks (RNNs), but they combine the merits of both: thanks to their short propagation path, they are as efficient in learning as CNNs; yet they are also as structure-sensitive as RNNs. In this book, readers will also find a comprehensive literature review of related work, detailed descriptions of TBCNNs and their variants, and experiments applied to program analysis and natural language processing tasks. It is also an enjoyable read for all those with a general interest in deep learning. This book proposes a novel neural architecture, tree-based convolutional neural networks (TBCNNs),for processing tree-structured data. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.
Seller: moluna, Greven, Germany
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Add to basketKartoniert / Broschiert. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Proposes the novel tree-based convolutional neural network   Provides a comprehensive literature review of neural networks in natural language processing (NLP)  Presents promising applications in both natural language proc.