FG Maschinelles Lernen

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PreviewIssue DateTitleAuthor(s)Editor(s)
Gastegger_etal_2019.pdf.jpg14-Dec-2018Exploring density functional subspaces with genetic algorithmsGastegger, Michael; González, Leticia; Marquetand, Philipp-
acs.jpclett.0c00527.pdf.jpg20-Apr-2020Combining SchNet and SHARC: The SchNarc Machine Learning Approach for Excited-State DynamicsWestermayr, Julia; Gastegger, Michael; Marquetand, Philipp-
c9sc01742a.pdf.jpg5-Aug-2019Machine learning enables long time scale molecular photodynamics simulationsWestermayr, Julia; Gastegger, Michael; Menger, Maximilian F. S. J.; Mai, Sebastian; González, Leticia; Marquetand, Philipp-
brandl_lassner_2019.pdf.jpg2-Aug-2019Times Are Changing: Investigating the Pace of Language Change in Diachronic Word EmbeddingsBrandl, Stephanie; Lassner, David-
schuett_etal_2019.pdf.jpg10-Sep-2019Quantum-Chemical Insights from Interpretable Atomistic Neural NetworksSchütt, Kristof T.; Gastegger, Michael; Tkatchenko, Alexandre; Müller, Klaus-Robert-
4-Jun-2020Molecular Dynamics with Neural Network PotentialsGastegger, Michael; Marquetand, Philipp-
horn_franziska.pdf.jpg2020Similarity encoder: A neural network architecture for learning similarity preserving embeddingsHorn, Franziska-
electronics-09-00422.pdf.jpg2-Mar-2020Brain-Switches for Asynchronous Brain−Computer Interfaces: A Systematic ReviewHan, Chang-Hee; Müller, Klaus-Robert; Hwang, Han-Jeong-
fnhum-14-00030.pdf.jpg18-Feb-2020Using the General Linear Model to Improve Performance in fNIRS Single Trial Analysis and Classification: A Perspectivevon Lühmann, Alexander; Ortega-Martinez, Antonio; Boas, David A.; Yücel, Meryem Ayşe-
pronobis_wiktor.pdf.jpg2020Towards more efficient and performant computations in quantum chemistry with machine learningPronobis, Wiktor-
brandl_etal_2015.pdf.jpg2-Jul-2015Bringing BCI into everyday life: Motor imagery in a pseudo realistic environmentBrandl, Stephanie; Höhne, Johannes; Müller, Klaus-Robert; Samek, Wojciech-
brandl_etal_2016.pdf.jpg31-Aug-2016Brain–computer interfacing under distraction: an evaluation studyBrandl, Stephanie; Frølich, Linda; Höhne, Johannes; Müller, Klaus-Robert; Samek, Wojciech-
winkler_etal_2014.pdf.jpg19-May-2014Robust artifactual independent component classification for BCI practitionersWinkler, Irene; Brandl, Stephanie; Horn, Franziska; Waldburger, Eric; Allefeld, Carsten; Tangermann, Michael-
fnins-13-01321.pdf.jpg10-Dec-2019Analyzing Neuroimaging Data Through Recurrent Deep Learning ModelsThomas, Armin W.; Heekeren, Hauke R.; Müller, Klaus-Robert; Samek, Wojciech-
6820482.pdf.jpg8-Mar-2017Evaluation of a Compact Hybrid Brain-Computer Interface SystemShin, Jaeyoung; Müller, Klaus-Robert; Schmitz, Christoph H.; Kim, Do-Won; Hwang, Han-Jeong-
fpsyg-03-00166.pdf.jpg7-Jun-2012Brain Oscillations and Functional Connectivity during Overt Language ProductionEwald, Arne; Aristei, Sabrina; Nolte, Guido; Rahman, Rasha Abdel-
fnhum-12-00103-g0001.tif.jpg19-Mar-2018Powerful Statistical Inference for Nested Data Using Sufficient Summary StatisticsDowding, Irene; Haufe, Stefan-
fnhum-10-00425.pdf.jpg31-Aug-2016The Beat to Read: A Cross-Lingual Link between Rhythmic Regularity Perception and Reading SkillBekius, Annike; Cope, Thomas E.; Grube, Manon-
fnhum-09-00617.pdf.jpg12-Nov-2015Toward a Wireless Open Source Instrument: Functional Near-infrared Spectroscopy in Mobile Neuroergonomics and BCI Applicationsvon Lühmann, Alexander; Herff, Christian; Heger, Dominic; Schultz, Tanja-
fnhum-08-01070.pdf.jpg21-Jan-2015Distributed functions of detection and discrimination of vibrotactile stimuli in the hierarchical human somatosensory systemKim, Junsuk; Müller, Klaus-Robert; Chung, Yoon Gi; Chung, Soon-Cheol; Park, Jang-Yeon; Bülthoff, Heinrich H.; Kim, Sung-Phil-
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