DocumentCode
1406537
Title
Deep Learning and Its Applications to Signal and Information Processing [Exploratory DSP]
Author
Yu, Dong ; Deng, Li
Author_Institution
Microsoft Res., Redmond, WA, USA
Volume
28
Issue
1
fYear
2011
Firstpage
145
Lastpage
154
Abstract
The purpose of this article is to introduce the readers to the emerging technologies enabled by deep learning and to review the research work conducted in this area that is of direct relevance to signal processing. We also point out, in our view, the future research directions that may attract interests of and require efforts from more signal processing researchers and practitioners in this emerging area for advancing signal and information processing technology and applications.
Keywords
learning (artificial intelligence); signal processing; deep learning; information processing; signal processing; Feature extraction; Hidden Markov models; Information processing; Machine learning; Speech recognition; Training;
fLanguage
English
Journal_Title
Signal Processing Magazine, IEEE
Publisher
ieee
ISSN
1053-5888
Type
jour
DOI
10.1109/MSP.2010.939038
Filename
5670617
Link To Document