Multimedia Data Modelling Using Multidimensional Recurrent Neural Networks

Modelling the multimedia data such as text, images, or videos usually involves the analysis, prediction, or reconstruction of them. The recurrent neural network (RNN) is a powerful machine learning approach to modelling these data in a recursive way. As a variant, the long short-term memory (LSTM) e...

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Detalhes bibliográficos
Main Authors: Zhen He, Shaobing Gao, Liang Xiao, Daxue Liu, Hangen He
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2018-09-01
Colecção:Symmetry
Assuntos:
multimedia data modelling
recurrent neural network (RNN)
long short-term memory (LSTM)
tensor
convolution
deep learning
Acesso em linha:http://www.mdpi.com/2073-8994/10/9/370
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