Gernot R. Müller-Putz
Orcid: 0000-0002-0087-3720Affiliations:
- Graz University of Technology, Austria
According to our database1,
Gernot R. Müller-Putz
authored at least 117 papers
between 2001 and 2023.
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Bibliography
2023
Decoding movement kinematics from EEG using an interpretable convolutional neural network.
Comput. Biol. Medicine, October, 2023
Getting off track: Cortical feedback processing network modulated by continuous error signal during target-feedback mismatch.
NeuroImage, July, 2023
Sensors, April, 2023
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2023
Neural and Pupillometric Correlates of Error Perception in an Immersive VR Flight Simulation.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Continuous Erroneous Feedback Processing during Deviation from the Road within a 2D Steering Task.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022
2021
Future Internet, 2021
Decoding of continuous movement attempt in 2-dimensions from non-invasive low frequency brain signals.
Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
IEEE Trans. Biomed. Eng., 2020
Corneo-retinal-dipole and eyelid-related eye artifacts can be corrected offline and online in electroencephalographic and magnetoencephalographic signals.
NeuroImage, 2020
Distinct cortical networks for hand movement initiation and directional processing: An EEG study.
NeuroImage, 2020
Online asynchronous detection of error-related potentials in participants with spinal cord injury by adapting a pre-trained generic classifier.
CoRR, 2020
Adv. Eng. Informatics, 2020
Detecting System Errors in Virtual Reality Using EEG Through Error-Related Potentials.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces, 2020
Proceedings of the 41st International Conference on Information Systems, 2020
Non-linear online low-frequency EEG decoding of arm movements during a pursuit tracking task.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
A Generic Error-related Potential Classifier Offers a Comparable Performance to a Personalized Classifier.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Domain Adaptation Techniques for EEG-Based Emotion Recognition: A Comparative Study on Two Public Datasets.
IEEE Trans. Cogn. Dev. Syst., 2019
Direct comparison of supervised and semi-supervised retraining approaches for co-adaptive BCIs.
Medical Biol. Eng. Comput., 2019
How Similar are the Neural Patterns when Observing grasping Hand Postures to the Behavioral Patterns when Executing the grasp?
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019
Online detection of hand open vs palmar grasp attempts in a person with spinal cord injury.
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019
Simultaneous decoding of velocity and speed during executed and observed tracking movements: an MEG study.
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019
Tuning of Parameters for a Vibrotactile Kinaesthetic Feedback System Utilizing Tactile Illusions.
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019
Combining frequency and time-domain EEG features for classification of self-paced reach-and-grasp actions.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Applying intuitive EEG-controlled grasp neuroprostheses in individuals with spinal cord injury: Preliminary results from the MoreGrasp clinical feasibility study.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
HEAR to remove pops and drifts: the high-variance electrode artifact removal (HEAR) algorithm.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Proceedings of the 2018 International Conference on Cyberworlds, 2018
Towards non-invasive brain-computer interface for hand/arm control in users with spinal cord injury.
Proceedings of the 6th International Conference on Brain-Computer Interface, 2018
2017
Proceedings of the From Vision to Reality, 2017
Event-Related potentials in Externally and Internally-Driven target Selection: a Preliminary Study.
Proceedings of the From Vision to Reality, 2017
Proceedings of the From Vision to Reality, 2017
Proceedings of the From Vision to Reality, 2017
Moregrasp: restoration of upper limb function in Individuals with High spinal cord injury by Multimodal Neuroprostheses for Interaction in Daily Activities.
Proceedings of the From Vision to Reality, 2017
A Comparison of ocular Artifact removal Methods for Block Design based Electroencephalography Experiments.
Proceedings of the From Vision to Reality, 2017
Error-Related potentials with Masked and unmasked onset during continuous control and feedback.
Proceedings of the From Vision to Reality, 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 International Conference on Cyberworlds, 2017
Proceedings of the 5th International Winter Conference on Brain-Computer Interface, 2017
2016
Single Versus Multiple Events Error Potential Detection in a BCI-Controlled Car Game With Continuous and Discrete Feedback.
IEEE Trans. Biomed. Eng., 2016
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
2015
Recent Advances in Brain-Computer Interface Research - A Summary of the BCI Award 2014 and BCI Research Trends.
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 4, 2015
IEEE J. Biomed. Health Informatics, 2015
Using a Noninvasive Decoding Method to Classify Rhythmic Movement Imaginations of the Arm in Two Planes.
IEEE Trans. Biomed. Eng., 2015
Functional Rehabilitation of the Paralyzed Upper Extremity After Spinal Cord Injury by Noninvasive Hybrid Neuroprostheses.
Proc. IEEE, 2015
Proc. IEEE, 2015
Towards Noninvasive Hybrid Brain-Computer Interfaces: Framework, Practice, Clinical Application, and Beyond.
Proc. IEEE, 2015
High and low gamma EEG oscillations in central sensorimotor areas are conversely modulated during the human gait cycle.
NeuroImage, 2015
Electroencephalography (EEG) as a Research Tool in the Information Systems Discipline: Foundations, Measurement, and Applications.
Commun. Assoc. Inf. Syst., 2015
Artif. Intell. Medicine, 2015
Proceedings of the 2015 IEEE International Conference on Systems, 2015
Achievements and challenges of translational research in non-invasive SMR-BCI-controlled upper extremity neuroprosthesis in spinal cord injury.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015
Classification of unconscious like/dislike decisions: First results towards a novel application for BCI technology.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Reduction of EEG artifacts in simultaneous EEG-fMRI: Reference layer adaptive filtering (RLAF).
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
A co-adaptive sensory motor rhythms Brain-Computer Interface based on common spatial patterns and Random Forest.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Bring mental activity into action! An enhanced online co-adaptive brain-computer interface training protocol.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Goal-directed or aimless? EEG differences during the preparation of a reach-and-touch task.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Movement target decoding from EEG and the corresponding discriminative sources: A preliminary study.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Improved concept and first results of an auditory single-switch BCI for the future use in disorders of consciousness patients.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
IEEE Trans. Biomed. Circuits Syst., 2014
Cortical effects of user training in a motor imagery based brain-computer interface measured by fNIRS and EEG.
NeuroImage, 2014
Hybrid Brain-Computer Communication.
Proceedings of the PhyCS 2014, 2014
Proceedings of the Universal Access in Human-Computer Interaction. Design and Development Methods for Universal Access, 2014
Write, read and answer emails with a dry 'n' wireless brain-computer interface system.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Single trial classification of fNIRS-based brain-computer interface mental arithmetic data: A comparison between different classifiers.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
IEEE Trans. Comput. Intell. AI Games, 2013
A Single-Switch BCI Based on Passive and imagined movements: toward Restoring Communication in Minimally Conscious patients.
Int. J. Neural Syst., 2013
Hybrid brain-computer interfaces and hybrid neuroprostheses for restoration of upper limb functions in individuals with high-level spinal cord injury.
Artif. Intell. Medicine, 2013
The auditory P300-based single-switch brain-computer interface: Paradigm transition from healthy subjects to minimally conscious patients.
Artif. Intell. Medicine, 2013
Proceedings of the Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data, 2013
Brain-Computer Interfacing for Users with Cerebral Palsy, Challenges and Opportunities.
Proceedings of the Universal Access in Human-Computer Interaction. User and Context Diversity, 2013
2012
IEEE Trans. Biomed. Eng., 2012
Level of participation in robotic-assisted treadmill walking modulates midline sensorimotor EEG rhythms in able-bodied subjects.
NeuroImage, 2012
On the Use of Neuropyhsiological Tools in IS Research: Developing a Research Agenda for NeuroIS.
MIS Q., 2012
Error potential detection during continuous movement of an artificial arm controlled by brain-computer interface.
Medical Biol. Eng. Comput., 2012
Stability and distribution of steady-state somatosensory evoked potentials elicited by vibro-tactile stimulation.
Medical Biol. Eng. Comput., 2012
Proceedings of the 2012 IEEE Virtual Reality, 2012
Computational Sensemaking on Examples of Knowledge Discovery from Neuroscience Data: Towards Enhancing Stroke Rehabilitation.
Proceedings of the Information Technology in Bio- and Medical Informatics, 2012
Proceedings of the Pervasive Computing and the Networked World, 2012
Kinect-based detection of self-paced hand movements: Enhancing functional brain mapping paradigms.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Development of a non-invasive, multifunctional grasp neuroprosthesis and its evaluation in an individual with a high spinal cord injury.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Towards a Framework Based on Single Trial Connectivity for Enhancing Knowledge Discovery in BCI.
Proceedings of the Active Media Technology - 8th International Conference, 2012
2011
Medical Biol. Eng. Comput., 2011
Frontiers Neuroinformatics, 2011
Brisk movement imagination for the non-invasive control of neuroprostheses: A first attempt.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Somatosensory evoked potentials elicited by stimulating two fingers from one hand - Usable for BCI?
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
NeuroIS: Neurowissenschaftliche Ansätze in der Erforschung und Gestaltung von Informationssystemen.
Wirtschaftsinf., 2010
An Application Framework for Controlling an Avatar in a Desktop-Based Virtual Environment via a Software SSVEP Brain-Computer Interface.
Presence Teleoperators Virtual Environ., 2010
Fast set-up asynchronous brain-switch based on detection of foot motor imagery in 1-channel EEG.
Medical Biol. Eng. Comput., 2010
Commun. Assoc. Inf. Syst., 2010
Analysis of sensorimotor rhythms for the implementation of a brain switch for healthy subjects.
Biomed. Signal Process. Control., 2010
NeuroIS: Neuroscientific Approaches in the Investigation and Development of Information Systems.
Bus. Inf. Syst. Eng., 2010
Proceedings of the 1st Augmented Human International Conference, 2010
2009
Discrimination of Motor Imagery-Induced EEG Patterns in Patients with Complete Spinal Cord Injury.
Comput. Intell. Neurosci., 2009
Multimodal Imaging of Human Brain Activity: Rational, Biophysical Aspects and Modes of Integration.
Comput. Intell. Neurosci., 2009
2008
IEEE Trans. Biomed. Eng., 2008
2007
Self-Paced (Asynchronous) BCI Control of a Wheelchair in Virtual Environments: A Case Study with a Tetraplegic.
Comput. Intell. Neurosci., 2007
2005
EEG-Based Asynchronous BCI Controls Functional Electrical Stimulation in a Tetraplegic Patient.
EURASIP J. Adv. Signal Process., 2005
2004
An asynchronously controlled EEG-based virtual keyboard: improvement of the spelling rate.
IEEE Trans. Biomed. Eng., 2004
2001
Proceedings of the Artificial Neural Networks, 2001