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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Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Zhen He, Shaobing Gao, Liang Xiao, Daxue Liu, Hangen He
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: MDPI AG 2018-09-01
Saila:Symmetry
Gaiak:
multimedia data modelling
recurrent neural network (RNN)
long short-term memory (LSTM)
tensor
convolution
deep learning
Sarrera elektronikoa:http://www.mdpi.com/2073-8994/10/9/370
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