Deep Learning: Methods and Applications

← Back to document page

Foundations and TrendsR in Signal ProcessingVol. 7, Nos. 3 4 (2013) 197 387c 2014 L. Deng and D. YuDOI: Learning: Methods and ApplicationsLi DengMicrosoft ResearchOne Microsoft WayRedmond, WA 98052; YuMicrosoft ResearchOne Microsoft WayRedmond, WA 98052; Organizationofthismonograph ..............2022 Some Historical Context of Deep Learning2053 Three Classes of Deep Learning Athree-waycategorization ................. Deep networks for unsupervised or generative learning . . . Deepnetworksforsupervisedlearning ........... Hybriddeepnetworks ....................2264 Deep Autoencoders Unsupervised Introduction.

ology and its applications to a variety of signal and information pro-cessing tasks. The application areas are chosen with the following three criteria in mind: (1) expertise or knowledge of the authors; (2) the application areas that have already been transformed by the successful use of deep learning technology, such as speech recognition and ...

  Applications, And its applications