| Random forests in non-invasive sensorimotor rhythm brain-computer interfaces: a practical and convenient non-linear classifier D Steyrl, R Scherer, J Faller, GR Müller-Putz Biomedical Engineering/Biomedizinische Technik 61 (1), 77-86, 2016 | 125 | 2016 |
| Predicting fear and perceived health during the COVID-19 pandemic using machine learning: A cross-national longitudinal study SJ Eder, D Steyrl, MM Stefanczyk, M Pieniak, J Martínez Molina, O Pešout, ... Plos one 16 (3), e0247997, 2021 | 87 | 2021 |
| Short time sports exercise boosts motor imagery patterns: implications of mental practice in rehabilitation programs SC Wriessnegger, D Steyrl, K Koschutnig, GR Müller-Putz Frontiers in human neuroscience 8, 469, 2014 | 70 | 2014 |
| Motor Imagery Brain-Computer Interfaces: Random Forests vs Regularized LDA-Non-linear Beats Linear D Steyrl, R Scherer, O Förstner, GR Müller-Putz 6th International Brain-Computer Interface Conference 2014, 2014 | 58 | 2014 |
| Predictors of real-time fMRI neurofeedback performance and improvement–a machine learning mega-analysis A Haugg, FM Renz, AA Nicholson, C Lor, SJ Götzendorfer, R Sladky, ... Neuroimage 237, 118207, 2021 | 45 | 2021 |
| Single trial classification of fNIRS-based brain-computer interface mental arithmetic data: A comparison between different classifiers G Bauernfeind, D Steyrl, C Brunner, GR Muller-Putz 36th Annual International Conference of the IEEE Engineering in Medicine and …, 2014 | 45 | 2014 |
| Securing your relationship: Quality of intimate relationships during the COVID-19 pandemic can be predicted by attachment style SJ Eder, AA Nicholson, MM Stefanczyk, M Pieniak, J Martínez-Molina, ... Frontiers in psychology 12, 647956, 2021 | 39 | 2021 |
| Reference layer adaptive filtering (RLAF) for EEG artifact reduction in simultaneous EEG-fMRI D Steyrl, G Krausz, K Koschutnig, G Edlinger, GR Müller-Putz Journal of neural engineering 14 (2), 026003, 2017 | 38 | 2017 |
| On similarities and differences of invasive and non-invasive electrical brain signals in brain-computer interfacing D Steyrl, RJ Kobler, GR Müller-Putz Journal of Biomedical Science and Engineering 9 (8), 2016 | 34 | 2016 |
| A Co-adaptive Sensory Motor Rhythms Brain-Computer Interface Based on Common Spatial Patterns and Random Forest A Schwarz, R Scherer, D Steyrl, J Faller, G Müller-Putz 37th Annual International Conference of the IEEE Engineering in Medicine and …, 2015 | 33 | 2015 |
| Cooperation in mind: motor imagery of joint and single actions is represented in different brain areas SC Wriessnegger, D Steyrl, K Koschutnig, GR Müller-Putz Brain and cognition 109, 19-25, 2016 | 25 | 2016 |
| Action affordances and visuo-spatial complexity in motor imagery: An fMRI study L Schulz, A Ischebeck, SC Wriessnegger, D Steyrl, GR Müller-Putz Brain and cognition 124, 37-46, 2018 | 24 | 2018 |
| Cybathlon experiences of the Graz BCI racing team Mirage91 in the brain-computer interface discipline K Statthaler, A Schwarz, D Steyrl, R Kobler, MK Höller, J Brandstetter, ... Journal of neuroengineering and rehabilitation 14, 1-16, 2017 | 24 | 2017 |
| Emotion regulation modulates dietary decision-making via activity in the prefrontal–striatal valuation system C Morawetz, D Steyrl, S Berboth, HR Heekeren, S Bode Cerebral Cortex 30 (11), 5731-5749, 2020 | 22 | 2020 |
| Differential mechanisms of posterior cingulate cortex downregulation and symptom decreases in posttraumatic stress disorder and healthy individuals using real‐time fMRI … AA Nicholson, D Rabellino, M Densmore, PA Frewen, D Steyrl, ... Brain and behavior 12 (1), e2441, 2022 | 20 | 2022 |
| Artifacts in EEG of simultaneous EEG-fMRI: pulse artifact remainders in the gradient artifact template are a source of artifact residuals after average artifact subtraction D Steyrl, GR Müller-Putz Journal of Neural Engineering 16 (1), 016011, 2019 | 18 | 2019 |
| Online reduction of artifacts in EEG of simultaneous EEG-fMRI using reference layer adaptive filtering (RLAF) D Steyrl, G Krausz, K Koschutnig, G Edlinger, GR Müller-Putz Brain topography 31, 129-149, 2018 | 18 | 2018 |
| Posterior cingulate cortex targeted real‐time fMRI neurofeedback recalibrates functional connectivity with the amygdala, posterior insula, and default‐mode network in PTSD JM Lieberman, D Rabellino, M Densmore, PA Frewen, D Steyrl, ... Brain and Behavior 13 (3), e2883, 2023 | 16 | 2023 |
| Progressive modulation of resting-state brain activity during neurofeedback of positive-social emotion regulation networks M Krylova, S Skouras, A Razi, AA Nicholson, A Karner, D Steyrl, ... Scientific reports 11 (1), 23363, 2021 | 15 | 2021 |
| Random forests for feature selection in non-invasive brain-computer interfacing D Steyrl, R Scherer, GR Müller-Putz International Workshop on Human-Computer Interaction and Knowledge Discovery …, 2013 | 15 | 2013 |
Gernot Müller-PutzProfessor, Graz University of TechnologyEmail verificata su tugraz.at
