• 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