Tree-Based Convolutional Neural Networks - Principles And Applications by Lili Mou, Zhi Jin

Download Book Tree-Based Convolutional Neural Networks - Principles And Applications by Lili Mou [PDF/ePUB]

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.

How to download Tree-Based Convolutional Neural Networks - Principles And Applications eBook online in the US, Canada, UK, Australia and other countries? If you want to fully download or read online Tree-Based Convolutional Neural Networks - Principles And Applications a book by Lili Mou, you are in the right place. This website provides the opportunity to read books or download for free.

“You know you're in love when you can't fall asleep because reality is finally better than your dreams.” ― Dr. Seuss

Do you read books like Tree-Based Convolutional Neural Networks - Principles And Applications and other similar books? We like Tree-Based Convolutional Neural Networks - Principles And Applications, and everybody loves them as well much more when they are totally free, right? You are in the best place to get your favourite books and download or read it with free of charge on our site.