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

Lili Mou,Zhi Jin

doi:10.1007/978-981-13-1870-2_3

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

Lili Mou, Zhi Jin

https://doi.org/10.1007/978-981-13-1870-2_3

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Publication Date: Jan 1, 2018

Citations: 1

Affiliation: Institute of Software, Peking University

#Tree-Based Convolutional Neural Networks #Framework Of Convolutional Neural Network + Show 8 more

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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.

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