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Tree-Based Convolutional Neural NetworksGeneral Framework of Tree-Based Convolutional Neural Networks (TBCNNs)

Tree-Based Convolutional Neural Networks: General Framework of Tree-Based Convolutional Neural... [In this chapter, we introduce the general framework of the tree-based convolutional neural network (TBCNN). We first present the design philosophy and the general formula of TBCNN. Then we introduce several applications of TBCNN that will be analyzed in this book. We also highlight the technical difficulties of designing TBCNN in different scenarios, which will be addressed in future chapters.] http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png

Tree-Based Convolutional Neural NetworksGeneral Framework of Tree-Based Convolutional Neural Networks (TBCNNs)

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Publisher
Springer Singapore
Copyright
© The Author(s) 2018
ISBN
978-981-13-1869-6
Pages
37 –40
DOI
10.1007/978-981-13-1870-2_3
Publisher site
See Chapter on Publisher Site

Abstract

[In this chapter, we introduce the general framework of the tree-based convolutional neural network (TBCNN). We first present the design philosophy and the general formula of TBCNN. Then we introduce several applications of TBCNN that will be analyzed in this book. We also highlight the technical difficulties of designing TBCNN in different scenarios, which will be addressed in future chapters.]

Published: Oct 2, 2018

Keywords: Convolutional neural network; Tree-based convolution

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