887 citations · 930 across the 11 of their papers we have counts for
Showing 2016Show all
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stat.AP2016★ 5 cited
Autoreject: Automated artifact rejection for MEG and EEG data
Mainak Jas, Denis A. Engemann, Yousra Bekhti +2
We present an automated algorithm for unified rejection and repair of bad trials in magnetoencephalography (MEG) and electroencephalography (EEG) signals. Our method capitalizes on…
stat.ML2016★ 887 cited
Assessing and tuning brain decoders: cross-validation, caveats, and guidelines
Gaël Varoquaux, Pradeep Reddy Raamana, Denis Engemann +3
Decoding, ie prediction from brain images or signals, calls for empirical evaluation of its predictive power. Such evaluation is achieved via cross-validation, a method also used t…