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Reducing the dimensionality of data with neural networks.
Science. 2006 Jul 28;313(5786):504-7. doi: 10.1126/science.1127647.
Science. 2006.
PMID: 16873662
An efficient learning procedure for deep Boltzmann machines.
Salakhutdinov R, Hinton G.
Salakhutdinov R, et al.
Neural Comput. 2012 Aug;24(8):1967-2006. doi: 10.1162/NECO_a_00311. Epub 2012 Apr 17.
Neural Comput. 2012.
PMID: 22509963
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Discovering binary codes for documents by learning deep generative models.
Hinton G, Salakhutdinov R.
Hinton G, et al.
Top Cogn Sci. 2011 Jan;3(1):74-91. doi: 10.1111/j.1756-8765.2010.01109.x. Epub 2010 Aug 18.
Top Cogn Sci. 2011.
PMID: 25164175
Free article.
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Human-level concept learning through probabilistic program induction.
Lake BM, Salakhutdinov R, Tenenbaum JB.
Lake BM, et al.
Science. 2015 Dec 11;350(6266):1332-8. doi: 10.1126/science.aab3050.
Science. 2015.
PMID: 26659050
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Learning with hierarchical-deep models.
Salakhutdinov R, Tenenbaum JB, Torralba A.
Salakhutdinov R, et al.
IEEE Trans Pattern Anal Mach Intell. 2013 Aug;35(8):1958-71. doi: 10.1109/TPAMI.2012.269.
IEEE Trans Pattern Anal Mach Intell. 2013.
PMID: 23787346
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Restricted Boltzmann machines for neuroimaging: an application in identifying intrinsic networks.
Hjelm RD, Calhoun VD, Salakhutdinov R, Allen EA, Adali T, Plis SM.
Hjelm RD, et al.
Neuroimage. 2014 Aug 1;96:245-60. doi: 10.1016/j.neuroimage.2014.03.048. Epub 2014 Mar 28.
Neuroimage. 2014.
PMID: 24680869
Free PMC article.
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Deep learning for neuroimaging: a validation study.
Plis SM, Hjelm DR, Salakhutdinov R, Allen EA, Bockholt HJ, Long JD, Johnson HJ, Paulsen JS, Turner JA, Calhoun VD.
Plis SM, et al.
Front Neurosci. 2014 Aug 20;8:229. doi: 10.3389/fnins.2014.00229. eCollection 2014.
Front Neurosci. 2014.
PMID: 25191215
Free PMC article.
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