Könyv Tree-Based Convolutional Neural Networks Lili Mou

Tree-Based Convolutional Neural Networks

Principles and Applications

Szerző: Lili Mou, Zhi Jin
Nyelv: Angol
Kötés: Puha kötésű
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
21 176 Ft
This book proposes a novel neural architecture, tree-based convolutional neural networks (TBCNNs),fo...

Információk a könyvről

Szerző
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2018
oldal
96
EAN
9789811318696
ISBN
9811318697
Enbook ID
19748455
Súly
186
Méretek
155 x 235 x 8

Teljes leírás

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.

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