Discriminative matrix-variate restricted Boltzmann machine classification model

Matrix-variate Restricted Boltzmann Machine (MVRBM), a variant of Restricted Boltzmann Machine, has demonstrated excellent capacity of modelling matrix variable. However, MVRBM is still an unsupervised generative model, and is usually used to feature extraction or initialization of deep neural netwo...

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Veröffentlicht in:	Wireless networks 2021-07, Vol.27 (5), p.3621-3633
Hauptverfasser:	Li, Jinghua, Tian, Pengyu, Kong, Dehui, Wang, Lichun, Wang, Shaofan, Yin, Baocai
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Classification Communications Engineering Computer Communication Networks Discriminant analysis Electrical Engineering Engineering Feature extraction Image classification IT in Business Networks Wireless networks
Online-Zugang:	Volltext
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