Works matching AU Müller, Klaus-Robert

Results: 108

Brain-Switches for Asynchronous Brain–Computer Interfaces: A Systematic Review.

Published in:

Electronics (2079-9292), 2020, v. 9, n. 3, p. 422, doi. 10.3390/electronics9030422

By:

Han, Chang-Hee;
Müller, Klaus-Robert;
Hwang, Han-Jeong

Publication type:

Article

Capturing intensive and extensive DFT/TDDFT molecular properties with machine learning.

Published in:

European Physical Journal B: Condensed Matter, 2018, v. 91, n. 8, p. 1, doi. 10.1140/epjb/e2018-90148-y

By:

Pronobis, Wiktor;
Schütt, Kristof T.;
Tkatchenko, Alexandre;
Müller, Klaus-Robert

Publication type:

Article

Editorial: Charting Chemical Space: Challenges and Opportunities for Artificial Intelligence and Machine Learning.

Published in:

Molecular Informatics, 2011, v. 30, n. 9, p. 751, doi. 10.1002/minf.201180003

By:

Baldi, Pierre;
Müller, Klaus-Robert;
Schneider, Gisbert

Publication type:

Article

Visual Interpretation of Kernel-Based Prediction Models.

Published in:

Molecular Informatics, 2011, v. 30, n. 9, p. 817, doi. 10.1002/minf.201100059

By:

Hansen, Katja;
Baehrens, David;
Schroeter, Timon;
Rupp, Matthias;
Müller, Klaus-Robert

Publication type:

Article

Modeling of molecular atomization energies using machine learning.

Published in:

2012

By:

Rupp, Matthias;
Tkatchenko, Alexandre;
Müller, Klaus-Robert;
von Lilienfeld, O. Anatole

Publication type:

Abstract

To pretrain or not? A systematic analysis of the benefits of pretraining in diabetic retinopathy.

Published in:

PLoS ONE, 2022, v. 17, n. 10, p. 1, doi. 10.1371/journal.pone.0274291

By:

Srinivasan, Vignesh;
Strodthoff, Nils;
Ma, Jackie;
Binder, Alexander;
Müller, Klaus-Robert;
Samek, Wojciech

Publication type:

Article

Automatic Identification of Types of Alterations in Historical Manuscripts.

Published in:

DHQ: Digital Humanities Quarterly, 2021, v. 15, n. 2, p. N.PAG

By:

Lassner, David;
Baillot, Anne;
Dogadov, Sergej;
Müller, Klaus-Robert;
Nakajima, Shinichi

Publication type:

Article

Distributed functions of detection and discrimination of vibrotactile stimuli in the hierarchical human somatosensory system.

Published in:

Frontiers in Human Neuroscience, 2015, v. 8, p. 1, doi. 10.3389/fnhum.2014.01070

By:

Junsuk Kim;
Müller, Klaus-Robert;
Yoon Gi Chung;
Soon-Cheol Chung;
Jang-Yeon Park;
Bülthoff, Heinrich H.;
Sung-Phil Kim

Publication type:

Article

Sensorimotor Functional Connectivity: A Neurophysiological Factor Related to BCI Performance.

Published in:

Frontiers in Neuroscience, 2020, v. 11, p. N.PAG, doi. 10.3389/fnins.2020.575081

By:

Vidaurre, Carmen;
Haufe, Stefan;
Jorajuría, Tania;
Müller, Klaus-Robert;
Nikulin, Vadim V.

Publication type:

Article

ZERO TRAINING FOR BCI - REALITY FOR BCI SYSTEMS BASED ON EVENT-RELATED POTENTIALS.

Published in:

Biomedical Engineering / Biomedizinische Technik, 2013, v. 58, p. 1, doi. 10.1515/bmt-2013-4439

By:

Tangermann, Michael;
Kindermans, Pieter-Jan;
Schreuder, Martijn;
Schrauwen, Benjamin;
Müller, Klaus-Robert

Publication type:

Article

Sparsely connected Hopfield networks for the recognition of correlated pattern sets.

Published in:

Network: Computation in Neural Systems, 1993, v. 4, n. 3, p. 313, doi. 10.1088/0954-898X_4_3_005

By:

Stiefvater, Thomas;
Müller, Klaus-Robert;
Janssen, Herbert

Publication type:

Article

BIGDML—Towards accurate quantum machine learning force fields for materials.

Published in:

Nature Communications, 2022, v. 13, n. 1, p. 1, doi. 10.1038/s41467-022-31093-x

By:

Sauceda, Huziel E.;
Gálvez-González, Luis E.;
Chmiela, Stefan;
Paz-Borbón, Lauro Oliver;
Müller, Klaus-Robert;
Tkatchenko, Alexandre

Publication type:

Article

Inverse design of 3d molecular structures with conditional generative neural networks.

Published in:

Nature Communications, 2022, v. 13, n. 1, p. 1, doi. 10.1038/s41467-022-28526-y

By:

Gebauer, Niklas W. A.;
Gastegger, Michael;
Hessmann, Stefaan S. P.;
Müller, Klaus-Robert;
Schütt, Kristof T.

Publication type:

Article

SpookyNet: Learning force fields with electronic degrees of freedom and nonlocal effects.

Published in:

Nature Communications, 2021, v. 12, n. 1, p. 1, doi. 10.1038/s41467-021-27504-0

By:

Unke, Oliver T.;
Chmiela, Stefan;
Gastegger, Michael;
Schütt, Kristof T.;
Sauceda, Huziel E.;
Müller, Klaus-Robert

Publication type:

Article

Features spaces and a learning system for structural-temporal data, and their application on a use case of real-time communication network validation data.

Published in:

PLoS ONE, 2020, v. 15, n. 2, p. 1, doi. 10.1371/journal.pone.0228434

By:

Schwenk, Guido;
Jochinke, Ben;
Müller, Klaus-Robert

Publication type:

Article

On Optimal Channel Configurations for SMR-based Brain–Computer Interfaces.

Published in:

Brain Topography, 2010, v. 23, n. 2, p. 186, doi. 10.1007/s10548-010-0135-0

By:

Sannelli, Claudia;
Dickhaus, Thorsten;
Halder, Sebastian;
Hammer, Eva-Maria;
Müller, Klaus-Robert;
Blankertz, Benjamin

Publication type:

Article

Analyzing Neuroimaging Data Through Recurrent Deep Learning Models.

Published in:

Frontiers in Neuroscience, 2019, v. 13, p. 1, doi. 10.3389/fnins.2019.01321

By:

Thomas, Armin W.;
Heekeren, Hauke R.;
Müller, Klaus-Robert;
Samek, Wojciech

Publication type:

Article

Parameterization of intraoperative human microelectrode recordings: Linking action potential morphology to brain anatomy.

Published in:

PLoS Computational Biology, 2025, v. 21, n. 6, p. 1, doi. 10.1371/journal.pcbi.1013184

By:

Baker, Matthew R.;
Klassen, Bryan T.;
Jensen, Michael A.;
Ojeda Valencia, Gabriela;
Heydari, Hossein;
Ince, Nuri F.;
Müller, Klaus-Robert;
Miller, Kai J.

Publication type:

Article

Foundation Modelle in der Pathologie.

Published in:

Die Pathologie, 2025, v. 46, n. 3, p. 152, doi. 10.1007/s00292-025-01429-7

By:

Klauschen, Frederick;
Dippel, Jonas;
Müller, Klaus-Robert

Publication type:

Article

Erklärbare Künstliche Intelligenz in der Pathologie.

Published in:

Die Pathologie, 2024, v. 45, n. 2, p. 133, doi. 10.1007/s00292-024-01308-7

By:

Klauschen, Frederick;
Dippel, Jonas;
Keyl, Philipp;
Jurmeister, Philipp;
Bockmayr, Michael;
Mock, Andreas;
Buchstab, Oliver;
Alber, Maximilian;
Ruff, Lukas;
Montavon, Grégoire;
Müller, Klaus-Robert

Publication type:

Article

The QCML dataset, Quantum chemistry reference data from 33.5M DFT and 14.7B semi-empirical calculations.

Published in:

Scientific Data, 2025, v. 12, n. 1, p. 1, doi. 10.1038/s41597-025-04720-7

By:

Ganscha, Stefan;
Unke, Oliver T.;
Ahlin, Daniel;
Maennel, Hartmut;
Kashubin, Sergii;
Müller, Klaus-Robert

Publication type:

Article

New definitions of human lymphoid and follicular cell entities in lymphatic tissue by machine learning.

Published in:

Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-18097-9

By:

Wagner, Patrick;
Strodthoff, Nils;
Wurzel, Patrick;
Marban, Arturo;
Scharf, Sonja;
Schäfer, Hendrik;
Seegerer, Philipp;
Loth, Andreas;
Hartmann, Sylvia;
Klauschen, Frederick;
Müller, Klaus-Robert;
Samek, Wojciech;
Hansmann, Martin-Leo

Publication type:

Article

A convolutional neural network for steady state visual evoked potential classification under ambulatory environment.

Published in:

PLoS ONE, 2017, v. 12, n. 2, p. 1, doi. 10.1371/journal.pone.0172578

By:

Kwak, No-Sang;
Müller, Klaus-Robert;
Lee, Seong-Whan

Publication type:

Article

Estimating the domain of applicability for machine learning QSAR models: a study on aqueous solubility of drug discovery molecules.

Published in:

Journal of Computer-Aided Molecular Design, 2007, v. 21, n. 12, p. 651, doi. 10.1007/s10822-007-9160-9

By:

Schroeter, Timon Sebastian;
Schwaighofer, Anton;
Mika, Sebastian;
Ter Laak, Antonius;
Suelzle, Detlev;
Ganzer, Ursula;
Heinrich, Nikolaus;
Müller, Klaus-Robert

Publication type:

Article

Estimating the domain of applicability for machine learning QSAR models: a study on aqueous solubility of drug discovery molecules.

Published in:

Journal of Computer-Aided Molecular Design, 2007, v. 21, n. 9, p. 485, doi. 10.1007/s10822-007-9125-z

By:

Schroeter, Timon Sebastian;
Schwaighofer, Anton;
Mika, Sebastian;
Ter Laak, Antonius;
Suelzle, Detlev;
Ganzer, Ursula;
Heinrich, Nikolaus;
Müller, Klaus-Robert

Publication type:

Article

Patient-level proteomic network prediction by explainable artificial intelligence.

Published in:

NPJ Precision Oncology, 2022, v. 6, n. 1, p. 1, doi. 10.1038/s41698-022-00278-4

By:

Keyl, Philipp;
Bockmayr, Michael;
Heim, Daniel;
Dernbach, Gabriel;
Montavon, Grégoire;
Müller, Klaus-Robert;
Klauschen, Frederick

Publication type:

Article

Inverse design of 3d molecular structures with conditional generative neural networks.

Published in:

Nature Communications, 2022, v. 13, n. 1, p. 1, doi. 10.1038/s41467-022-28526-y

By:

Gebauer, Niklas W. A.;
Gastegger, Michael;
Hessmann, Stefaan S. P.;
Müller, Klaus-Robert;
Schütt, Kristof T.

Publication type:

Article

Eyes-closed hybrid brain-computer interface employing frontal brain activation.

Published in:

PLoS ONE, 2018, v. 13, n. 5, p. 1, doi. 10.1371/journal.pone.0196359

By:

Shin, Jaeyoung;
Müller, Klaus-Robert;
Hwang, Han-Jeong

Publication type:

Article

Spatio-temporal dynamics of multimodal EEG-fNIRS signals in the loss and recovery of consciousness under sedation using midazolam and propofol.

Published in:

PLoS ONE, 2017, v. 12, n. 11, p. 1, doi. 10.1371/journal.pone.0187743

By:

Yeom, Seul-Ki;
Won, Dong-Ok;
Chi, Seong In;
Seo, Kwang-Suk;
Kim, Hyun Jeong;
Müller, Klaus-Robert;
Lee, Seong-Whan

Publication type:

Article

Real-time robustness evaluation of regression based myoelectric control against arm position change and donning/doffing.

Published in:

PLoS ONE, 2017, v. 12, n. 11, p. 1, doi. 10.1371/journal.pone.0186318

By:

Hwang, Han-Jeong;
Hahne, Janne Mathias;
Müller, Klaus-Robert

Publication type:

Article

"What is relevant in a text document?": An interpretable machine learning approach.

Published in:

PLoS ONE, 2017, v. 12, n. 8, p. 1, doi. 10.1371/journal.pone.0181142

By:

Arras, Leila;
Horn, Franziska;
Montavon, Grégoire;
Müller, Klaus-Robert;
Samek, Wojciech

Publication type:

Article

Learning from label proportions in brain-computer interfaces: Online unsupervised learning with guarantees.

Published in:

PLoS ONE, 2017, v. 12, n. 4, p. 1, doi. 10.1371/journal.pone.0175856

By:

Hübner, David;
Verhoeven, Thibault;
Schmid, Konstantin;
Müller, Klaus-Robert;
Tangermann, Michael;
Kindermans, Pieter-Jan

Publication type:

Article

ML2Motif—Reliable extraction of discriminative sequence motifs from learning machines.

Published in:

PLoS ONE, 2017, v. 12, n. 3, p. 1, doi. 10.1371/journal.pone.0174392

By:

Vidovic, Marina M. -C.;
Kloft, Marius;
Müller, Klaus-Robert;
Görnitz, Nico

Publication type:

Article

Resolving challenges in deep learning-based analyses of histopathological images using explanation methods.

Published in:

Scientific Reports, 2020, v. 10, n. 1, p. 1, doi. 10.1038/s41598-020-62724-2

By:

Hägele, Miriam;
Seegerer, Philipp;
Lapuschkin, Sebastian;
Bockmayr, Michael;
Samek, Wojciech;
Klauschen, Frederick;
Müller, Klaus-Robert;
Binder, Alexander

Publication type:

Article

Analysing cerebrospinal fluid with explainable deep learning: From diagnostics to insights.

Published in:

Neuropathology & Applied Neurobiology, 2023, v. 49, n. 1, p. 1, doi. 10.1111/nan.12866

By:

Schweizer, Leonille;
Seegerer, Philipp;
Hee-yeong Kim;
Saitenmacher, René;
Muench, Amos;
Barnick, Liane;
Osterloh, Anja;
Dittmayer, Carsten;
Jödicke, Ruben;
Pehl, Debora;
Reinhardt, Annekathrin;
Ruprecht, Klemens;
Stenzel, Werner;
Wefers, Annika K.;
Harter, Patrick N.;
Schüller, Ulrich;
Heppner, Frank L.;
Alber, Maximilian;
Müller, Klaus-Robert;
Klauschen, Frederick

Publication type:

Article

Novel Techniques for Noise Estimation in Electromagnetic Brain Source Imaging.

Published in:

International Journal of Bioelectromagnetism, 2021, v. 23, n. 1, p. 1

By:

Hashemi, Ali;
Chang Cai;
Yijing Gao;
Ghosh, Sanjay;
Müller, Klaus-Robert;
Nagarajan, Srikantan;
Haufe, Stefan

Publication type:

Article

The Berlin Brain-Computer Interface: Progress Beyond Communication and Control.

Published in:

Frontiers in Neuroscience, 2016, v. 10, p. 1, doi. 10.3389/fnins.2016.00530

By:

Blankertz, Benjamin;
Acqualagna, Laura;
Dähne, Sven;
Haufe, Stefan;
Schultze-Kraft, Matthias;
Sturm, Irene;
Ušćumlic, Marija;
Wenzel, Markus A.;
Curio, Gabriel;
Müller, Klaus-Robert

Publication type:

Article

Basis profile curve identification to understand electrical stimulation effects in human brain networks.

Published in:

PLoS Computational Biology, 2021, v. 17, n. 9, p. 1, doi. 10.1371/journal.pcbi.1008710

By:

Miller, Kai J.;
Müller, Klaus-Robert;
Hermes, Dora

Publication type:

Article

Künstliche Intelligenz als Lösung des PathologInnenmangels?

Published in:

Der Pathologe, 2022, v. 43, n. 3, p. 218, doi. 10.1007/s00292-022-01071-7

By:

Jurmeister, Philipp;
Müller, Klaus-Robert;
Klauschen, Frederick

Publication type:

Article

Explaining the unique nature of individual gait patterns with deep learning.

Published in:

Scientific Reports, 2019, v. 9, n. 1, p. 1, doi. 10.1038/s41598-019-38748-8

By:

Horst, Fabian;
Lapuschkin, Sebastian;
Samek, Wojciech;
Müller, Klaus-Robert;
Schöllhorn, Wolfgang I.

Publication type:

Article

Imaging bridges pathology and radiology.

Published in:

Journal of Pathology Informatics, 2023, v. 14, p. 1, doi. 10.1016/j.jpi.2023.100298

By:

Hansmann, Martin-Leo;
Klauschen, Frederick;
Samek, Wojciech;
Müller, Klaus-Robert;
Donnadieu, Emmanuel;
Scharf, Sonja;
Hartmann, Sylvia;
Koch, Ina;
Ackermann, Jörg;
Pantanowitz, Liron;
Schäfer, Hendrik;
Wurz, Patrick

Publication type:

Article

Computational analysis reveals histotype-dependent molecular profile and actionable mutation effects across cancers.

Published in:

Genome Medicine, 2018, v. 10, n. 1, p. N.PAG, doi. 10.1186/s13073-018-0591-9

By:

Heim, Daniel;
Montavon, Grégoire;
Hufnagl, Peter;
Müller, Klaus-Robert;
Klauschen, Frederick

Publication type:

Article

Automating the search for a patent’s prior art with a full text similarity search.

Published in:

PLoS ONE, 2019, v. 14, n. 3, p. 1, doi. 10.1371/journal.pone.0212103

By:

Helmers, Lea;
Horn, Franziska;
Biegler, Franziska;
Oppermann, Tim;
Müller, Klaus-Robert

Publication type:

Article

A large scale screening study with a SMR-based BCI: Categorization of BCI users and differences in their SMR activity.

Published in:

PLoS ONE, 2019, v. 14, n. 1, p. 1, doi. 10.1371/journal.pone.0207351

By:

Sannelli, Claudia;
Vidaurre, Carmen;
Müller, Klaus-Robert;
Blankertz, Benjamin

Publication type:

Article

Review of the BCI competition IV.

Published in:

Frontiers in Neuroscience, 2012, v. 6, p. 1, doi. 10.3389/fnins.2012.00055

By:

Tangermann, Michael;
Müller, Klaus-Robert;
Aertsen, Ad;
Birbaumer, Niels;
Brau, Christoph;
Brunner, Clemens;
Leeb, Robert;
Mehring, Carsten;
Miller, Kai J.;
Müller-Putz, Gernot R.;
Nolte, Guido;
Pfurtscheller, Gert;
Preissl, Hubert;
Schalk, Gerwin;
Schlögl, Alois;
Vidaurre, Carmen;
Waldert, Stephan;
Blankertz, Benjamin

Publication type:

Article

Predicting Lipophilicity of Drug-Discovery Molecules using Gaussian Process Models.

Published in:

ChemMedChem, 2007, v. 2, n. 9, p. 1265, doi. 10.1002/cmdc.200700041

By:

Schroeter, Timon S.;
Schwaighofer, Anton;
Mika, Sebastian;
Ter Laak, Antonius;
Suelzle, Detlev;
Ganzer, Ursula;
Heinrich, Nikolaus;
Müller, Klaus-Robert

Publication type:

Article

Investigating neurovascular coupling using canonical correlation analysis between pharmacological MRI and electrophysiology.

Published in:

BMC Neuroscience, 2009, v. 10, p. 1, doi. 10.1186/1471-2202-10-S1-P86

By:

Bießmann, Felix;
Gretton, Arthur;
Meinecke, Frank C.;
Xiaoxhe Zhang;
Rainer, Gregor;
Logothetis, Nikos K.;
Müller, Klaus-Robert;
Rauch, Alexander

Publication type:

Article

Predicting BCI performance to study BCI illiteracy.

Published in:

BMC Neuroscience, 2009, v. 10, p. 1, doi. 10.1186/1471-2202-10-S1-P84

By:

Dickhaus, Thorsten;
Sannelli, Claudia;
Müller, Klaus-Robert;
Curio, Gabriel;
Blankertz, Benjamin

Publication type:

Article

Neuronal correlates of emotions in human-machine interaction.

Published in:

BMC Neuroscience, 2009, v. 10, p. 1, doi. 10.1186/1471-2202-10-S1-P80

By:

Blankertz, Benjamin;
Müller, Klaus-Robert;
Curio, Gabriel

Publication type:

Article

A Generalized Framework for Quantifying the Dynamics of EEG Event-Related Desynchronization.

Published in:

PLoS Computational Biology, 2009, v. 5, n. 8, p. 1, doi. 10.1371/journal.pcbi.1000453

By:

Lemm, Steven;
Müller, Klaus-Robert;
Curio, Gabriel

Publication type:

Article