Tree-Based Convolutional Neural Networks: Principles and Applications
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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...
Format:Paperback
Language:English
ISBN:9811318697
ISBN13:9789811318696
Release Date:October 2018
Publisher:Springer
Length:96 Pages
Weight:0.38 lbs.
Dimensions:0.2" x 6.1" x 9.2"
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