Automatic classification of artifactual ICA-components for artifact removal in EEG signals von Winkler, Irene, Haufe, Stefan, Tangermann, Michael

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Single-trial analysis and classification of ERP components — A tutorial von Blankertz, Benjamin, Lemm, Steven, Treder, Matthias, Haufe, Stefan, Müller, Klaus-Robert

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Identifying good practices for detecting inter-regional linear functional connectivity from EEG von Pellegrini, Franziska, Delorme, Arnaud, Nikulin, Vadim, Haufe, Stefan

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On the interpretation of weight vectors of linear models in multivariate neuroimaging von Haufe, Stefan, Meinecke, Frank, Görgen, Kai, Dähne, Sven, Haynes, John-Dylan, Blankertz, Benjamin, Bießmann, Felix

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A critical assessment of connectivity measures for EEG data: A simulation study von Haufe, Stefan, Nikulin, Vadim V., Müller, Klaus-Robert, Nolte, Guido

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Powerful Statistical Inference for Nested Data Using Sufficient Summary Statistics von Dowding, Irene, Haufe, Stefan

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Functional connectivity of EEG is subject-specific, associated with phenotype, and different from fMRI von Nentwich, Maximilian, Ai, Lei, Madsen, Jens, Telesford, Qawi K., Haufe, Stefan, Milham, Michael P., Parra, Lucas C.

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Robust estimation of noise for electromagnetic brain imaging with the champagne algorithm von Cai, Chang, Hashemi, Ali, Diwakar, Mithun, Haufe, Stefan, Sekihara, Kensuke, Nagarajan, Srikantan S.

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Elucidating relations between fMRI, ECoG, and EEG through a common natural stimulus von Haufe, Stefan, DeGuzman, Paul, Henin, Simon, Arcaro, Michael, Honey, Christopher J., Hasson, Uri, Parra, Lucas C.

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Detection of braking intention in diverse situations during simulated driving based on EEG feature combination von Kim, Il-Hwa, Kim, Jeong-Woo, Haufe, Stefan, Lee, Seong-Whan

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Temporal Signatures of Criticality in Human Cortical Excitability as Probed by Early Somatosensory Responses von Stephani, Tilman, Waterstraat, Gunnar, Haufe, Stefan, Curio, Gabriel, Villringer, Arno, Nikulin, Vadim V.

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A benchmark for prediction of psychiatric multimorbidity from resting EEG data in a large pediatric sample von Langer, Nicolas, Plomecka, Martyna Beata, Tröndle, Marius, Negi, Anuja, Popov, Tzvetan, Milham, Michael, Haufe, Stefan

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The Berlin Brain-Computer Interface: Progress Beyond Communication and Control von Blankertz, Benjamin, Acqualagna, Laura, Dähne, Sven, Haufe, Stefan, Schultze-Kraft, Matthias, Sturm, Irene, Ušćumlic, Marija, Wenzel, Markus A, Curio, Gabriel, Müller, Klaus-Robert

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Alterations in rhythmic and non‐rhythmic resting‐state EEG activity and their link to cognition in older age von Cesnaite, Elena, Steinfath, Paul, Jamshidi Idaji, Mina, Stephani, Tilman, Kumral, Deniz, Haufe, Stefan, Sander, Christian, Hensch, Tilman, Hegerl, Ulrich, Riedel-Heller, Steffi, Röhr, Susanne, Schroeter, Matthias L., Witte, A．Veronica, Villringer, Arno, Nikulin, Vadim V.

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Unification of sparse Bayesian learning algorithms for electromagnetic brain imaging with the majorization minimization framework von Hashemi, Ali, Cai, Chang, Kutyniok, Gitta, Müller, Klaus-Robert, Nagarajan, Srikantan S., Haufe, Stefan

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Empirical Bayesian localization of event-related time-frequency neural activity dynamics von Cai, Chang, Hinkley, Leighton, Gao, Yijing, Hashemi, Ali, Haufe, Stefan, Sekihara, Kensuke, Nagarajan, Srikantan S.

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SPoC: A novel framework for relating the amplitude of neuronal oscillations to behaviorally relevant parameters von Dähne, Sven, Meinecke, Frank C., Haufe, Stefan, Höhne, Johannes, Tangermann, Michael, Müller, Klaus-Robert, Nikulin, Vadim V.

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Performance reserves in brain-imaging-based phenotype prediction von Schulz, Marc-Andre, Bzdok, Danilo, Haufe, Stefan, Haynes, John-Dylan, Ritter, Kerstin

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EEG potentials predict upcoming emergency brakings during simulated driving von Haufe, Stefan, Treder, Matthias S, Gugler, Manfred F, Sagebaum, Max, Curio, Gabriel, Blankertz, Benjamin

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Multivariate Machine Learning Methods for Fusing Multimodal Functional Neuroimaging Data von Dahne, Sven, Bieszmann, Felix, Samek, Wojciech, Haufe, Stefan, Goltz, Dominique, Gundlach, Christopher, Villringer, Arno, Fazli, Siamac, Muller, Klaus-Robert

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