Author

Paul Thomas Calamia

MIT Lincoln LaboratoryORCID 0000-0002-0401-6996Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:electronic health records· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Christopher J. SmaltiD· 1 shared Gregory A. CiccarelliiD· 1 shared James O’SullivaniD· 1 shared Joseph Perricone· 1 shared Michael A. NolaniD· 1 shared Nima MesgaraniiD· 1 shared Stephanie HaroiD· 1 shared Thomas Francis QuatieriiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperNeuroscience

Christopher J. SmaltORCID

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1 paper

Recent·Most cited

NeuroscienceScientific ReportsPeer-reviewedAug 8, 2019

Comparison of Two-Talker Attention Decoding from EEG with Nonlinear Neural Networks and Linear Methods

Gregory A. Ciccarelli, Michael A. Nolan, Joseph Perricone…·Christopher J. Smalt

This study compares two-talker attention decoding from EEG using nonlinear neural networks and linear methods, finding that a new architecture outperforms baselines and that wet and dry EEG systems yield comparable results.

133 citationstop 2%

electronic health recordsmachine learning (classical)

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