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Understanding the Energy and Precision Requirements for Online Learning

Aug 26, 2016
Charbel Sakr, Ameya Patil, Sai Zhang, Yongjune Kim, Naresh Shanbhag

* 14 pages, 5 figures 4 of which have 2 subfigures 

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Error-Resilient Machine Learning in Near Threshold Voltage via Classifier Ensemble

Jul 03, 2016
Sai Zhang, Naresh Shanbhag

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Elastic regularization in restricted Boltzmann machines: Dealing with $p\gg N$

Oct 21, 2015
Sai Zhang

* This paper has been withdrawn by the author due to a critical error 

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Partitioning Large Scale Deep Belief Networks Using Dropout

Aug 28, 2015
Yanping Huang, Sai Zhang

* arXiv admin note: text overlap with arXiv:1207.0580 by other authors 

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