Optimizing neural network structures: faster speed, smaller size, less tuning

Deep neural networks have achieved tremendous success in many domains (e.g., computer vision~\cite{Alexnet12,vggnet15,fastrcnn15}, speech recognition~\cite{hinton2012deep,dahl2012context}, natural language processing~\cite{dahl2012context,collobert2011natural}, games~\cite{silver2017mastering,silver...

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Bibliographic Details
Main Author: Li, Zhe
Other Authors: Yang, Tianbao, 1971-
Format: Others
Language:English
Published: University of Iowa 2018
Subjects:
Online Access:https://ir.uiowa.edu/etd/6460
https://ir.uiowa.edu/cgi/viewcontent.cgi?article=7960&context=etd