G. Müller-Putz

Selina Wriessnegger, Gert Pfurtscheller, Gernot R Müller-Putz, 2006, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

Action affordances and visuo-spatial complexity in motor imagery: An fMRI study

Gernot R. Müller-Putz, Laura Schulz, David Steyrl, 2018, Brain and Cognition.

15 Years of Evolution of Non-Invasive EEG-Based Methods for Restoring Hand & Arm Function with Motor Neuroprosthetics in Individuals with High Spinal Cord Injury: A Review of Graz BCI Research

G. Müller-Putz, Philipp Plank, Bernhard Stadlbauer, 2017 .

From classic motor imagery to complex movement intention decoding: The noninvasive Graz-BCI approach.

G R Müller-Putz, P Ofner, J. Pereira, 2016, Progress in brain research.

The EEG-controlled MoreGrasp grasp neuroprosthesis for individuals with high spinal cord injury – multipad electrodes for screening and closed-loop grasp pattern control

G. Müller-Putz, Rupp, 2017 .

Temporal Coding of Brain Patterns for Direct Limb Control in Humans

Christa Neuper, Gernot R. Müller-Putz, Reinhold Scherer, 2010, Front. Neurosci..

Brisk heart rate and EEG changes during execution and withholding of cue-paced foot motor imagery

Christa Neuper, Gernot R. Müller-Putz, Gert Pfurtscheller, 2013, Front. Hum. Neurosci..

Brain-Computer Interfaces for Assessment and Communication in Disorders of Consciousness

Laura Astolfi, Febo Cincotti, Lucia Rita Quitadamo, 2014 .

On the Modulation of Perturbation-Evoked Potentials After Motor Reaction in a Human-Machine Interaction Setup

Jonas C. Ditz, G. Müller-Putz, Melanie Stockreiter, 2020 .

Attempted Arm and Hand Movements can be Decoded from Low-Frequency EEG from Persons with Spinal Cord Injury

Gernot R Müller-Putz, Joana Pereira, Patrick Ofner, 2019, Scientific Reports.

Thought-based row-column scanning communication board for individuals with cerebral palsy.

Reinhold Scherer, Juan Navarro, Gernot Müller-Putz, 2015, Annals of physical and rehabilitation medicine.

EEG-Based Classification of Imagined Arm Trajectories

Gernot Müller-Putz, Patrick Ofner, G. Müller-Putz, 2014 .

Motor imagery-induced EEG patterns in individuals with spinal cord injury and their impact on brain–computer interface accuracy

V Kaiser, G R Müller-Putz, I Daly, 2014, Journal of neural engineering.

A hybrid-Brain Computer Interface for control of a reaching and grasping neuroprosthesis

G. R. Müller-Putz, R. Rupp, R. Rupp, 2010 .

Entrainment of spontaneous cerebral hemodynamic oscillations to behavioral responses

G. Pfurtscheller, R. Barry, G. Müller-Putz, 2014, Neuroscience Letters.

Inter- and Intra-individual Variability in Brain Oscillations During Sports Motor Imagery

A. Sburlea, G. Müller-Putz, S. Wriessnegger, 2020, Frontiers in Human Neuroscience.

Mental imagery for brain-computer interface control and communication in non-responsive individuals.

Steven Laureys, A. Kübler, G. Müller-Putz, 2019, Annals of physical and rehabilitation medicine.

Evaluation of induced and evoked changes in EEG during selective attention to verbal stimuli

G. Müller-Putz, W. Schippinger, G. Bauernfeind, 2016, Journal of Neuroscience Methods.

Amplifier Data Acquisition Data File Participant Biosignals iScope

Stefanie N. Lindstaedt, Andreas Holzinger, G. Müller-Putz, 2013 .

Rehabilitation with Brain-Computer Systems

G. Müller-Putz, 2008 .

G. Müller-Putz, S. Wriessnegger, G. Bauernfeind, 2017, Brain and Cognition.

Evaluation of Different EEG Acquisition Systems Concerning Their Suitability for Building a Brain–Computer Interface: Case Studies

Gernot R. Müller-Putz, Josef Faller, Andreas Pinegger, 2016, Front. Neurosci..

Implementation of a new independent SSVEP-based BCI

Gernot R. Müller-Putz, Andrea Soddu, Steven Laureys, 2013 .

Continuous 2D trajectory decoding from attempted movement: across-session performance in able-bodied and feasibility in a spinal cord injured participant

A. Sburlea, G. Müller-Putz, V. Mondini, 2022, Journal of neural engineering.

Scanning the issue: The Plurality of Human BrainYComputer Interfacing

José del R. Millán, Gernot R. Müller-Putz, Klaus-Robert Müller, 2015 .

Graz-Brain-Computer Interface: State of Research

Selina Wriessnegger, Christa Neuper, Gernot R. Müller-Putz, 2007 .

Autonomy and Social Inclusion for the Severely Disabled: The BrainAble Prototype

Gernot R. Müller-Putz, Reinhold Scherer, Josef Faller, 2013 .

Toward passive BCI: asynchronous decoding of neural responses to direction- and angle-specific perturbations during a simulated cockpit scenario

G. Müller-Putz, Shayan Jalilpour, 2022, Scientific reports.

Correlation between EEG burst-to-burst intervals and HR acceleration in preterm infants

G. Pfurtscheller, G. Müller-Putz, K. Pfurtscheller, 2008, Neuroscience Letters.

Investigating the Role of Mind Wandering in Computer-Supported Collaborative Work: A Proposal for an EEG Study

G. Müller-Putz, R. Riedl, Michael Klesel, 2019, Information Systems and Neuroscience.

Active participation during walking reduces single trial connectivity in sensorimotor areas

Teodoro Solis Escalante, C. Neuper, Reinhold Scherer, 2014 .

1408 Usefulness of an EEG-based brain-computer interface to establish communication in ALS

Christa Neuper, Reinhold Scherer, Gert Pfurtscheller, 2005, Journal of the Neurological Sciences.

On the Foundations of NeuroIS: Reflections on the Gmunden Retreat 2009

Angelika Dimoka, Izak Benbasat, Detmar W. Straub, 2010, Commun. Assoc. Inf. Syst..

Using linear parameter varying autoregressive models to measure cross frequency couplings in EEG signals

G. Müller-Putz, Kyriaki Kostoglou, 2022, Frontiers in Human Neuroscience.

Consumer-Grade EEG Instruments: Insights on the Measurement Quality Based on a Literature Review and Implications for NeuroIS Research

Alan R. Dennis, Gernot R. Müller-Putz, Randall K. Minas, 2020 .

Auditorily elicited neural oscillations associated with motor execution, motor imagery and non-motor mental tasks

G. Müller-Putz, D. Klobassa, P. Horki, 2013, Biomedizinische Technik. Biomedical engineering.

Stability and distribution of steady-state somatosensory evoked potentials elicited by vibro-tactile stimulation

C. Neuper, G. Müller-Putz, V. Kaiser, 2012, Medical & Biological Engineering & Computing.

Direction decoding of physical and visual perturbations from EEG

G. Müller-Putz, Shayan Jalilpour, 2022, 2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE).

Effects of mental workload and fatigue on the P300, alpha and theta band power during operation of an ERP (P300) brain–computer interface

Gernot R. Müller-Putz, Ivo Käthner, Sebastian Halder, 2014, Biological Psychology.

Spatial-Spectral Identification Of Μ And Β Eeg Rhythm Sourcrs During Robot-Assisted Walking

R Scherer, J Wagner, M Seeber, 2013, Biomedizinische Technik. Biomedical engineering.

Detection of mental imagery and attempted movements in patients with disorders of consciousness using EEG

Gernot R. Müller-Putz, Christoph Pokorny, Günther Bauernfeind, 2014, Front. Hum. Neurosci..

Robot Assisted Walking Affects the Synchrony Between Premotor and Somatosensory Areas

C. Neuper, R. Scherer, G. Müller-Putz, 2013, Biomedizinische Technik. Biomedical engineering.

Combining Brain–Computer Interfaces and Assistive Technologies: State-of-the-Art and Challenges

C. Neuper, D. Mattia, R. Murray-Smith, 2010, Front. Neurosci..

What does clean EEG look like?

Vera Kaiser, Gernot R. Müller-Putz, Reinhold Scherer, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Applying Dimensionality Reduction Techniques in Source-Space Electroencephalography via Template and Magnetic Resonance Imaging-Derived Head Models to Continuously Decode Hand Trajectories

G. Müller-Putz, Nitikorn Srisrisawang, 2022, Frontiers in Human Neuroscience.

Measuring Spinal Cord Potentials and Cortico-Spinal Interactions After Wrist Movements Induced by Neuromuscular Electrical Stimulation

G. Müller-Putz, Kyriaki Kostoglou, M. Wimmer, 2022, Frontiers in Human Neuroscience.

Neural Suppression Elicited During Motor Imagery Following the Observation of Biological Motion From Point-Light Walker Stimuli

G. Müller-Putz, S. Wriessnegger, Alice Grazia, 2022, Frontiers in Human Neuroscience.

Mental State Detection Using Riemannian Geometry on Electroencephalogram Brain Signals

G. Müller-Putz, S. Wriessnegger, Kyriaki Kostoglou, 2021, Frontiers in Human Neuroscience.

Directional Decoding From EEG in a Center-Out Motor Imagery Task With Visual and Vibrotactile Guidance

A. Sburlea, G. Müller-Putz, Lea Hehenberger, 2021, Frontiers in Human Neuroscience.

Online detection of movement during natural and self-initiated reach-and-grasp actions from EEG signals

Reinmar J. Kobler, J. Pereira, G. Müller-Putz, 2021, Journal of neural engineering.

Long-Term Mutual Training for the CYBATHLON BCI Race With a Tetraplegic Pilot: A Case Study on Inter-Session Transfer and Intra-Session Adaptation

Gernot R. Müller-Putz, Reinmar J. Kobler, Lea Hehenberger, 2021, Frontiers in Human Neuroscience.

ANALYSIS OF SOMATOSENSORY EVOKED POTENTIALS AFTER NON- INVASIVE ELECTROCUTANEOUS STIMULATION OF FOOT AND THIGH

G. Müller-Putz, V. Mondini, P. Tumfart, 2021 .

Distance- and speed-informed kinematics decoding improves M/EEG based upper-limb movement decoder accuracy

Andreea Ioana Sburlea, Gernot R. Müller-Putz, Masayuki Hirata, 2020, Journal of neural engineering.

Assessing the impact of vibrotactile kinaesthetic feedback on electroencephalographic signals in a center-out task

Gernot R Müller-Putz, Andreea I Sburlea, Lea Hehenberger, 2020, Journal of neural engineering.

Analyzing and Decoding Natural Reach-and-Grasp Actions Using Gel, Water and Dry EEG Systems

Gernot R. Müller-Putz, Carlos Escolano, Luis Montesano, 2020, Frontiers in Neuroscience.

Continuous low-frequency EEG decoding of arm movement for closed-loop, natural control of a robotic arm

Andreea Ioana Sburlea, Gernot R Müller-Putz, Reinmar Josef Kobler, 2020, Journal of neural engineering.

Distinct cortical networks for hand movement initiation and directional processing: An EEG study

Gernot R. Müller-Putz, Reinmar J. Kobler, Andreea I. Sburlea, 2020, NeuroImage.

Corneo-retinal-dipole and eyelid-related eye artifacts can be corrected offline and online in electroencephalographic and magnetoencephalographic signals

Reinmar J. Kobler, A. Sburlea, G. Müller-Putz, 2020, NeuroImage.

Using machine learning to reveal the population vector from EEG signals

Andreea Ioana Sburlea, Gernot R Müller-Putz, Reinmar Josef Kobler, 2020, Journal of neural engineering.

HEAR to remove pops and drifts: the high-variance electrode artifact removal (HEAR) algorithm

Andreea Ioana Sburlea, Gernot R. Müller-Putz, Reinmar J. Kobler, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Simultaneous decoding of velocity and speed during executed and observed tracking movements: an MEG study

Andreea Ioana Sburlea, Gernot R. Müller-Putz, Masayuki Hirata, 2019, GBCIC.

Tuning characteristics of low-frequency EEG to positions and velocities in visuomotor and oculomotor tracking tasks

Gernot R Müller-Putz, Reinmar J. Kobler, Andreea I Sburlea, 2018, Scientific Reports.

Exploring representations of human grasping in neural, muscle and kinematic signals

Gernot R Müller-Putz, Andreea I Sburlea, A. Sburlea, 2018, Scientific Reports.

Upper limb movements can be decoded from the time-domain of low-frequency EEG

Gernot R Müller-Putz, Joana Pereira, Patrick Ofner, 2017, PloS one.

EEG neural correlates of goal-directed movement intention

Andreea Ioana Sburlea, Gernot R. Müller-Putz, Andreas Schwarz, 2017, NeuroImage.

Functional Rehabilitation of the Paralyzed Upper Extremity After Spinal Cord Injury by Noninvasive Hybrid Neuroprostheses

Gernot R. Müller-Putz, Alex Kreilinger, Rüdiger Rupp, 2015, Proceedings of the IEEE.

Development of a non-invasive, multifunctional grasp neuroprosthesis and its evaluation in an individual with a high spinal cord injury

Vera Kaiser, Gernot R. Müller-Putz, Alex Kreilinger, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Separating heart and brain: on the reduction of physiological noise from multichannel functional near-infrared spectroscopy (fNIRS) signals

G R Müller-Putz, G Bauernfeind, S C Wriessnegger, 2014, Journal of neural engineering.

Computational Sensemaking on Examples of Knowledge Discovery from Neuroscience Data: Towards Enhancing Stroke Rehabilitation

Gernot R. Müller-Putz, Reinhold Scherer, Andreas Holzinger, 2012, ITBAM.

Electroencephalography and Brain–Computer Interfaces

G. Müller-Putz, S. Wriessnegger, 2021 .

Exploring representations of human grasping in neural, muscle and kinematic signals

A. Sburlea, G. Müller-Putz, 2018, Scientific Reports.

Corrigendum: EEG beta suppression and low gamma modulation are different elements of human upright walking

Reinhold Scherer, T. Solis-Escalante, G. Müller-Putz, 2015, Front. Hum. Neurosci..

Masked and unmasked error-related potentials during continuous control and feedback

Gernot R Müller-Putz, Catarina Lopes Dias, Andreea I Sburlea, 2018, Journal of neural engineering.

Non-invasive Brain–Computer Interfaces for Control of Grasp Neuroprosthesis: The European MoreGrasp Initiative

Eduardo E. Veas, R. Murray-Smith, L. Montesano, 2021, Neuroprosthetics and Brain-Computer Interfaces in Spinal Cord Injury.

Review of the BCI Competition IV

Ad Aertsen, Hubert Preissl, Clemens Brunner, 2012, Front. Neurosci..

Toward smarter BCIs: extending BCIs through hybridization and intelligent control

G R Müller-Putz, C Neuper, B Z Allison, 2012, Journal of neural engineering.

EEG Oscillations Are Modulated in Different Behavior-Related Networks during Rhythmic Finger Movements

Reinhold Scherer, Gernot R Müller-Putz, Martin Seeber, 2016, The Journal of Neuroscience.

High and low gamma EEG oscillations in central sensorimotor areas are conversely modulated during the human gait cycle

Gernot R. Müller-Putz, Reinhold Scherer, Johanna Wagner, 2015, NeuroImage.

Motor imagery and EEG-based control of spelling devices and neuroprostheses.

Christa Neuper, Reinhold Scherer, Gert Pfurtscheller, 2006, Progress in brain research.

An asynchronously controlled EEG-based virtual keyboard: improvement of the spelling rate

Christa Neuper, Gernot R. Müller-Putz, Reinhold Scherer, 2004, IEEE Transactions on Biomedical Engineering.

Learning effects in 2D trajectory inference from low-frequency EEG signals over multiple feedback sessions

Andreea Ioana Sburlea, Gernot Müller-Putz, Valeria Mondini, 2021 .

Using a Noninvasive Decoding Method to Classify Rhythmic Movement Imaginations of the Arm in Two Planes

Gernot R. Müller-Putz, Patrick Ofner, G. Müller-Putz, 2015, IEEE Transactions on Biomedical Engineering.

An independent SSVEP-based brain–computer interface in locked-in syndrome

G Müller-Putz, D Lesenfants, D Habbal, 2014, Journal of neural engineering.

Invasive BCI Approaches for Restoration of Upper Extremity Movements

Gernot Müller-Putz, G. Müller-Putz, 2021, Neuroprosthetics and Brain-Computer Interfaces in Spinal Cord Injury.

Workshops of the Sixth International Brain–Computer Interface Meeting: brain–computer interfaces past, present, and future

Ricardo Chavarriaga, Anton Nijholt, Reinhold Scherer, 2017, Brain computer interfaces.

Unimanual and Bimanual Reach-and-Grasp Actions Can Be Decoded From Human EEG

Gernot R. Müller-Putz, Andreas Schwarz, Reinmar J. Kobler, 2020, IEEE Transactions on Biomedical Engineering.

Direct comparison of supervised and semi-supervised retraining approaches for co-adaptive BCIs

Gernot R. Müller-Putz, Andreas Schwarz, Julia Brandstetter, 2019, Medical & Biological Engineering & Computing.

Individually Adapted Imagery Improves Brain-Computer Interface Performance in End-Users with Disability

Gernot R. Müller-Putz, Reinhold Scherer, Josef Faller, 2015, PloS one.

Games for BCI Skill Learning

Gernot R. Müller-Putz, Johanna Pirker, Reinhold Scherer, 2015 .

On the Use of Games for Noninvasive EEG-Based Functional Brain Mapping

Gernot R. Müller-Putz, Reinhold Scherer, Ian Daly, 2013, IEEE Transactions on Computational Intelligence and AI in Games.

Brain–computer interfacing: more than the sum of its parts

Brendan Z. Allison, Gernot R. Müller-Putz, Reinhold Scherer, 2012, Soft Computing.

EURASIP Journal on Applied Signal Processing 2005:19, 3152–3155 c ○ 2005 Hindawi Publishing Corporation EEG-Based Asynchronous BCI Controls Functional Electrical Stimulation in a Tetraplegic Patient

Gernot R. Müller-Putz, Gert Pfurtscheller, Rüdiger Rupp, 2004 .

"Virtual keyboard" controlled by spontaneous EEG activity

Gernot R. Müller-Putz, Gert Pfurtscheller, Bernhard Obermaier, 2001, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Steady-state visual evoked potential (SSVEP)-based communication: impact of harmonic frequency components

Reinhold Scherer, Gert Pfurtscheller, Gernot R Müller-Putz, 2005, Journal of neural engineering.

Frequency Specific Cortical Dynamics During Motor Imagery Are Influenced by Prior Physical Activity

Clemens Brunner, Gernot R. Müller-Putz, Selina C. Wriessnegger, 2018, Front. Psychol..

Fast set-up asynchronous brain-switch based on detection of foot motor imagery in 1-channel EEG

Vera Kaiser, Gernot R. Müller-Putz, Gert Pfurtscheller, 2010, Medical & Biological Engineering & Computing.

Composing only by thought: Novel application of the P300 brain-computer interface

Gernot R Müller-Putz, Andreas Pinegger, Hannah Hiebel, 2017, PloS one.

Brain-controlled applications using dynamic P300 speller matrices

Gernot R. Müller-Putz, Josef Faller, Ivo Käthner, 2015, Artif. Intell. Medicine.

Distinct β Band Oscillatory Networks Subserving Motor and Cognitive Control during Gait Adaptation

Christa Neuper, Scott Makeig, Gernot Müller-Putz, 2016, The Journal of Neuroscience.

Level of participation in robotic-assisted treadmill walking modulates midline sensorimotor EEG rhythms in able-bodied subjects

Christa Neuper, Reinhold Scherer, Gernot Müller-Putz, 2012, NeuroImage.

Workshops of the Eighth International Brain-Computer Interface Meeting: BCIs: The Next Frontier.

James J. S. Norton, Aliceson Nicole Dusang, A. Nijholt, 2022, Brain computer interfaces.

Brain Computer Interface on Track to Home

Eloisa Vargiu, Suzanne Martin, Ivo Käthner, 2015, TheScientificWorldJournal.

Exploration of the neural correlates of cerebral palsy for sensorimotor BCI control

Gernot R. Müller-Putz, Reinhold Scherer, Ian Daly, 2014, Front. Neuroeng..

Workshops of the Fifth International Brain-Computer Interface Meeting: Defining the Future.

Ricardo Chavarriaga, Clemens Brunner, Fabien Lotte, 2014, Brain computer interfaces.

Analysis of sensorimotor rhythms for the implementation of a brain switch for healthy subjects

Clemens Brunner, Vera Kaiser, Gernot R. Müller-Putz, 2010, Biomed. Signal Process. Control..

SCoT: a Python toolbox for EEG source connectivity

Clemens Brunner, Gernot R. Müller-Putz, Martin Billinger, 2014, Front. Neuroinform..

Assessing participation during robotic assisted gait training based on EEG: feasibility study

Gernot R. Müller-Putz, Reinhold Scherer, Teodoro Solis Escalante, 2012 .

On the Use of Neuropyhsiological Tools in IS Research: Developing a Research Agenda for NeuroIS

Angelika Dimoka, Izak Benbasat, Paul A. Pavlou, 2012, MIS Q..

Domain Adaptation Techniques for EEG-Based Emotion Recognition: A Comparative Study on Two Public Datasets

Gernot R. Müller-Putz, Reinhold Scherer, Olga Sourina, 2019, IEEE Transactions on Cognitive and Developmental Systems.

Stable Feature Selection for EEG-based Emotion Recognition

Gernot R. Müller-Putz, Reinhold Scherer, Olga Sourina, 2018, 2018 International Conference on Cyberworlds (CW).

Attempted Arm and Hand Movements can be Decoded from Low-Frequency EEG from Persons with Spinal Cord Injury

J. Pereira, G. Müller-Putz, A. Schwarz, 2019, Scientific Reports.

Tuning of Parameters for a Vibrotactile Kinaesthetic Feedback System Utilizing Tactile Illusions

Andreea Ioana Sburlea, Gernot R. Müller-Putz, Lea Hehenberger, 2019, GBCIC.

The Convergence of Machine and Biological Intelligence

Zhaohui Wu, Vera Kaiser, Gernot R. Müller-Putz, 2013, IEEE Intelligent Systems.

Disentangling human grasping type from the object's intrinsic properties using low-frequency EEG signals

Gernot R. Müller-Putz, Andreea I. Sburlea, Marilena Wilding, 2021, Neuroimage: Reports.

Hybrid brain-computer interfaces and hybrid neuroprostheses for restoration of upper limb functions in individuals with high-level spinal cord injury

Vera Kaiser, Gernot R. Müller-Putz, Alex Kreilinger, 2013, Artif. Intell. Medicine.

Self-Paced (Asynchronous) BCI Control of a Wheelchair in Virtual Environments: A Case Study with a Tetraplegic

Gernot R. Müller-Putz, Reinhold Scherer, Gert Pfurtscheller, 2007, Comput. Intell. Neurosci..

Imagine squeezing a cactus: Cortical activation during affective motor imagery measured by functional near-infrared spectroscopy

Gernot R. Müller-Putz, Günther Bauernfeind, Selina C. Wriessnegger, 2018, Brain and Cognition.

Single trial classification of fNIRS-based brain-computer interface mental arithmetic data: A comparison between different classifiers

Clemens Brunner, Gernot R. Müller-Putz, Günther Bauernfeind, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Cortical effects of user training in a motor imagery based brain–computer interface measured by fNIRS and EEG

Vera Kaiser, Christa Neuper, Gernot R. Müller-Putz, 2014, NeuroImage.

Decoding hand movements from human EEG to control a robotic arm in a simulation environment

Gernot R Müller-Putz, Joana Pereira, Patrick Ofner, 2020, Journal of neural engineering.

BCI Software Platforms

Clemens Brunner, Gernot R. Müller-Putz, Giuseppe Andreoni, 2012 .

An Application Framework for Controlling an Avatar in a Desktop-Based Virtual Environment via a Software SSVEP BrainComputer Interface

Dieter Schmalstieg, Gernot R. Müller-Putz, Gert Pfurtscheller, 2010, PRESENCE: Teleoperators and Virtual Environments.

ELECTROENCEPHALOGRAPHY

G. Müller-Putz, 1950, Handbook of clinical neurology.

Gernot R. Müller-Putz, David Steyrl, Reinmar J. Kobler, 2016 .

Getting off track: Cortical feedback processing network modulated by continuous error signal during target-feedback mismatch

G. Müller-Putz, Kyriaki Kostoglou, Hannah S Pulferer, 2023, NeuroImage.

First Steps Toward a Motor Imagery Based Stroke BCI: New Strategy to Set up a Classifier

Vera Kaiser, Christa Neuper, Gernot R. Müller-Putz, 2011, Front. Neurosci..

Tuning characteristics of low-frequency EEG to positions and velocities in visuomotor and oculomotor tracking tasks

Reinmar J. Kobler, A. Sburlea, G. Müller-Putz, 2018, Scientific Reports.

On the control of brain-computer interfaces by users with cerebral palsy

Ian Daly, Fabio Aloise, Josef Faller, 2013, Clinical Neurophysiology.

Transfer Learning in Trajectory Decoding: Sensor or Source Space?

G. Müller-Putz, Nitikorn Srisrisawang, 2023, Sensors.

Feel Your Reach: An EEG-Based Framework to Continuously Detect Goal-Directed Movements and Error Processing to Gate Kinesthetic Feedback Informed Artificial Arm Control

Reinmar J. Kobler, J. Pereira, A. Sburlea, 2022, Frontiers in Human Neuroscience.

Decoding of continuous movement attempt in 2-dimensions from non-invasive low frequency brain signals

Andreea Ioana Sburlea, Gernot R. Müller-Putz, Catarina Lopes Dias, 2021, 2021 10th International IEEE/EMBS Conference on Neural Engineering (NER).

Online asynchronous detection of error-related potentials in participants with a spinal cord injury using a generic classifier

Andreea Ioana Sburlea, Gernot R. Müller-Putz, Catarina Lopes Dias, 2020, Journal of neural engineering.

Non-linear online low-frequency EEG decoding of arm movements during a pursuit tracking task

Gernot R. Müller-Putz, Roberto Hornero, Víctor Martínez-Cagigal, 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

A Generic Error-related Potential Classifier Offers a Comparable Performance to a Personalized Classifier

Andreea Ioana Sburlea, Gernot R. Müller-Putz, Catarina Lopes Dias, 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Workshops of the Seventh International Brain-Computer Interface Meeting: Not Getting Lost in Translation.

Ricardo Chavarriaga, Anton Nijholt, Matthias Hohmann, 2019, Brain computer interfaces.

Combining frequency and time-domain EEG features for classification of self-paced reach-and-grasp actions

Gernot R. Müller-Putz, Andreas Schwarz, Joana Pereira, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Toward Non-invasive BCI-Based Movement Decoding

Gernot Müller-Putz, G. Müller-Putz, 2021 .

PREDICTING EMG ENVELOPES OF GRASPING MOVEMENTS FROM EEG RECORDINGS USING UNSCENTED KALMAN FILTERING

A. Sburlea, G. Müller-Putz, N. Butturini, 2021 .

An investigation on dimensionality reduction in the source-space-based hand trajectory decoding

Gernot Müller-Putz, Nitikorn Srisrisawang, G. Müller-Putz, 2021 .

A Comparison of ocular Artifact removal Methods for Block Design based Electroencephalography Experiments

Andreea Ioana Sburlea, Gernot R. Müller-Putz, Reinmar J. Kobler, 2017, GBCIC.

Balance perturbation and error processing elicit distinct brain dynamics

G. Müller-Putz, Shayan Jalilpour, 2023, Journal of neural engineering.

Factors that affect error potentials during a grasping task: toward a hybrid natural movement decoding BCI

Jason Omedes, Luis Montesano, Gernot R Müller-Putz, 2018, Journal of neural engineering.

In pursuit of an easy to use brain computer interface for domestic use in a population with brain injury

Gernot R. Müller-Putz, Suzanne Martin, Elaine Armstrong, 2015 .

Control or non-control state: that is the question! An asynchronous visual P300-based BCI approach

Josef Faller, Gernot R Müller-Putz, Sebastian Halder, 2015, Journal of neural engineering.

Write, read and answer emails with a dry ‘n’ wireless brain-computer interface system

Gernot R. Müller-Putz, Josef Faller, Ivo Käthner, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

SAFE: An EEG dataset for stable affective feature selection

Reinhold Scherer, Olga Sourina, Zirui Lan, 2020, Adv. Eng. Informatics.

Comparison of Feature Extraction Methods for Brain-Computer Interfaces

Clemens Brunner, Christa Neuper, Gernot R. Müller-Putz, 2011 .

Semiautomatisches Verfahren für die Untersuchung des synchronen Verhaltens von EEG- und Herzraten-Mustern bei Frühgeborenen / Semi-automatic procedure for the investigation of synchronized EEG- and heart rate patterns in preterm neonates

G. Pfurtscheller, G. Müller-Putz, K. Pfurtscheller, 2005 .

Control of an Electrical Prosthesis With an SSVEP-Based BCI

Gernot R. Müller-Putz, Gert Pfurtscheller, G. Pfurtscheller, 2008, IEEE Transactions on Biomedical Engineering.

Rehabilitation with Brain-Computer Interface Systems

Christa Neuper, Gernot R. Müller-Putz, Reinhold Scherer, 2008, Computer.

Short time sports exercise boosts motor imagery patterns: implications of mental practice in rehabilitation programs

Gernot R. Müller-Putz, Karl Koschutnig, David Steyrl, 2014, Front. Hum. Neurosci..

Brain-computer interface adaptation for an end user to compete in the Cybathlon

Gernot R. Müller-Putz, David Steyrl, Andreas Schwarz, 2016, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Lets play Tic-Tac-Toe: A Brain-Computer Interface case study in cerebral palsy

Gernot R. Müller-Putz, Reinhold Scherer, Viktoria Pammer-Schindler, 2016, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Game-Based BCI Training: Interactive Design for Individuals with Cerebral Palsy

Gernot R. Müller-Putz, Reinhold Scherer, Viktoria Pammer-Schindler, 2015, 2015 IEEE International Conference on Systems, Man, and Cybernetics.

Flexibility and practicality graz brain-computer interface approach.

Reinhold Scherer, Gert Pfurtscheller, Gernot R Müller-Putz, 2009, International review of neurobiology.

On Electrode Layout in EEG Studies: A Limitation of Consumer-Grade EEG Instruments

Randall K. Minas, G. Müller-Putz, A. Dennis, 2021, Information Systems and Neuroscience.

Electroencephalography (EEG) as a Research Tool in the Information Systems Discipline: Foundations, Measurement, and Applications

Gernot R. Müller-Putz, René Riedl, Selina C. Wriessnegger, 2015, Commun. Assoc. Inf. Syst..

Single Versus Multiple Events Error Potential Detection in a BCI-Controlled Car Game With Continuous and Discrete Feedback

Gernot R. Müller-Putz, Alex Kreilinger, Hannah Hiebel, 2016, IEEE Transactions on Biomedical Engineering.

Goal-directed or aimless? EEG differences during the preparation of a reach-and-touch task

Gernot R. Müller-Putz, Joana Pereira, Patrick Ofner, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A co-adaptive sensory motor rhythms Brain-Computer Interface based on common spatial patterns and Random Forest

Gernot R. Müller-Putz, Reinhold Scherer, Josef Faller, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Movement target decoding from EEG and the corresponding discriminative sources: A preliminary study

Gernot R. Müller-Putz, Patrick Ofner, G. Müller-Putz, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Sheet music by mind: Towards a brain-computer interface for composing

Gernot R. Müller-Putz, Andreas Pinegger, Selina C. Wriessnegger, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Achievements and challenges of translational research in non-invasive SMR-BCI-controlled upper extremity neuroprosthesis in spinal cord injury

Gernot R. Müller-Putz, Rüdiger Rupp, R. Rupp, 2015, 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER).

Non-motor tasks improve adaptive brain-computer interface performance in users with severe motor impairment

Gernot R. Müller-Putz, Reinhold Scherer, Josef Faller, 2014, Front. Neurosci..

Cortical Activation Patterns of Cue-Paced Foot Movement in Subacute Stroke Patients

T. Solis-Escalante, G. R. Müller-Putz, J. M. Belda-Lois, 2013, Biomedizinische Technik. Biomedical engineering.

Estimating Brain Connectivity from Single-Trial EEG Recordings

Clemens Brunner, Gernot R. Müller-Putz, Reinhold Scherer, 2013, Biomedizinische Technik. Biomedical engineering.

Automatic Adaptation to Post-Movement Eventrelated Synchronization in a Brain-Computer Interface

R Scherer, T Solis-Escalante, J Faller, 2013, Biomedizinische Technik. Biomedical engineering.

Prototype of an auto-calibrating, context-aware, hybrid brain-computer interface

Gernot R. Müller-Putz, Reinhold Scherer, Josef Faller, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Decoding of velocities and positions of 3D arm movement from EEG

Gernot R. Müller-Putz, Patrick Ofner, G. Müller-Putz, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Switching between Manual Control and Brain-Computer Interface Using Long Term and Short Term Quality Measures

Vera Kaiser, Christa Neuper, Gernot R. Müller-Putz, 2011, Front. Neurosci..

Combined motor imagery and SSVEP based BCI control of a 2 DoF artificial upper limb

Christa Neuper, Gernot R. Müller-Putz, Petar Horki, 2011, Medical & Biological Engineering & Computing.

Improved signal processing approaches in an offline simulation of a hybrid brain–computer interface

Brendan Z. Allison, Clemens Brunner, Dean J. Krusienski, 2010, Journal of Neuroscience Methods.

Implementation of Error Detection into the Graz-Brain-Computer Interface, the Interaction Error Potential

Christa Neuper, Gernot R. Müller-Putz, Gert Pfurtscheller, 2009 .

Discrimination of Motor Imagery-Induced EEG Patterns in Patients with Complete Spinal Cord Injury

Gernot R. Müller-Putz, Gert Pfurtscheller, Patricia Linortner, 2009, Comput. Intell. Neurosci..

Overt foot movement detection in one single Laplacian EEG derivation

Gert Pfurtscheller, Gernot Müller-Putz, Teodoro Solis-Escalante, 2008, Journal of Neuroscience Methods.

Comparison of DFT and lock-in amplifier features and search for optimal electrode positions in SSVEP-based BCI

Gernot R. Müller-Putz, Gert Pfurtscheller, Selina C. Wriessnegger, 2008, Journal of Neuroscience Methods.

Brain-computer interfaces for control of neuroprostheses: from synchronous to asynchronous mode of operation / Brain-Computer Interfaces zur Steuerung von Neuroprothesen: von der synchronen zur asynchronen Funktionsweise

Gernot R. Müller-Putz, Reinhold Scherer, Gert Pfurtscheller, 2006 .

Online detection of hand open vs palmar grasp attempts in a person with spinal cord injury

Gernot R. Müller-Putz, Andreas Schwarz, Joana Pereira, 2019, GBCIC.

Decoding of Executed Movements and Source Imaging

Gernot R. Müller-Putz, Patrick Ofner, G. Müller-Putz, 2014 .

Brain–Computer Interfaces and Assistive Technology

Gernot R. Müller-Putz, Robert Leeb, Rüdiger Rupp, 2014 .

Brisk movement imagination for the non-invasive control of neuroprostheses: A first attempt

Vera Kaiser, Christa Neuper, Gernot R. Müller-Putz, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Error potential detection during continuous movement of an artificial arm controlled by brain–computer interface

C. Neuper, G. Müller-Putz, A. Kreilinger, 2011, Medical & Biological Engineering & Computing.

Towards Natural Arm Control: Classification of hand and elbow movements

Vera Kaiser, Christa Neuper, Gernot R. Müller-Putz, 2010 .

The Graz Brain-Computer Interface

Clemens Brunner, Christa Neuper, Gernot R. Müller-Putz, 2009 .

Flexibility and practicality graz brain-computer interface approach.

Gernot R. Müller-Putz, Reinhold Scherer, Gert Pfurtscheller, 2009, International review of neurobiology.

BNCI Horizon 2020: Towards a Roadmap for the BCI Community

José del R. Millán, Antinus Nijholt, Clemens Brunner, 2015 .

User-centred design in brain-computer interface research and development.

Donatella Mattia, Gernot Müller-Putz, Andrea Kübler, 2015, Annals of physical and rehabilitation medicine.

Motivation Influences Performance in SMR-BCI

Vera Kaiser, Christa Neuper, Reinhold Scherer, 2011 .

Toward a hybrid brain–computer interface based on imagined movement and visual attention

G Pfurtscheller, V Kaiser, G R Müller-Putz, 2010, Journal of neural engineering.

Game-like Training to Learn Single Switch Operated Neuroprosthetic Control

Gernot R. Müller-Putz, Reinhold Scherer, Gert Pfurtscheller, 2007 .

Andreea Ioana Sburlea, Gernot R. Müller-Putz, A. Sburlea, 2019, GBCIC.

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

Gernot R Müller-Putz, David Steyrl, G. Müller-Putz, 2018, Journal of neural engineering.

Online Reduction of Artifacts in EEG of Simultaneous EEG-fMRI Using Reference Layer Adaptive Filtering (RLAF)

G. Edlinger, G. Krausz, G. Müller-Putz, 2017, Brain Topography.

Reference layer adaptive filtering (RLAF) for EEG artifact reduction in simultaneous EEG-fMRI

Günter Edlinger, Gernot R Müller-Putz, Karl Koschutnig, 2017, Journal of neural engineering.

The auditory P300-based single-switch brain-computer interface: Paradigm transition from healthy subjects to minimally conscious patients

Gernot R. Müller-Putz, Donatella Mattia, Quentin Noirhomme, 2013, Artif. Intell. Medicine.

The Sixth International Brain-Computer Interface Meeting: Advances in Basic and Clinical Research.

Gernot Müller-Putz, Jane E Huggins, Jonathan R Wolpaw, 2017, Brain computer interfaces.

The auditory p300-based SSBCI: A door to minimally conscious patients?

Gernot R. Müller-Putz, Donatella Mattia, Christoph Pokorny, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Brain-Computer Interface Research

Brendan Z. Allison, Gernot R. Müller-Putz, Christoph Guger, 2014, SpringerBriefs in Electrical and Computer Engineering.

Principles of Hybrid Brain–Computer Interfaces

José del R. Millán, Brendan Z. Allison, Clemens Brunner, 2012 .

Synchronous occurrence of EEG bursts and heart rate acceleration in preterm infants

G. Pfurtscheller, G. Müller-Putz, K. Pfurtscheller, 2005, Brain and Development.

Heart Rate-Controlled EEG-Based BCI: The Graz Hybrid BCI

G. Pfurtscheller, Reinhold Scherer, G. Müller-Putz, 2006 .

Relationship between slow-wave EEG bursts and heart rate changes in preterm infants

G. Pfurtscheller, G. Müller-Putz, K. Pfurtscheller, 2005, Neuroscience Letters.

Is It Significant? Guidelines for Reporting BCI Performance

Brendan Z. Allison, Clemens Brunner, Vera Kaiser, 2012 .

Single-trial connectivity estimation for classification of motor imagery data

Clemens Brunner, Gernot R Müller-Putz, Martin Billinger, 2013, Journal of neural engineering.

Detecting System Errors in Virtual Reality Using EEG Through Error-Related Potentials

Ferran Argelaguet, Anatole Lécuyer, Gernot R. Müller-Putz, 2020, 2020 IEEE Conference on Virtual Reality and 3D User Interfaces (VR).

Cooperation in mind: Motor imagery of joint and single actions is represented in different brain areas

G. R. Müller-Putz, S. C. Wriessnegger, G. Müller-Putz, 2016, Brain and Cognition.

Applying intuitive EEG-controlled grasp neuroprostheses in individuals with spinal cord injury: Preliminary results from the MoreGrasp clinical feasibility study

Gernot R. Müller-Putz, Andreas Schwarz, Rüdiger Rupp, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Online asynchronous decoding of error-related potentials during the continuous control of a robot

Gernot R. Müller-Putz, Andreea I. Sburlea, Catarina Lopes-Dias, 2019, Scientific Reports.

Random forests in non-invasive sensorimotor rhythm brain-computer interfaces: a practical and convenient non-linear classifier

Gernot R. Müller-Putz, Reinhold Scherer, Josef Faller, 2016, Biomedizinische Technik. Biomedical engineering.

Classification of unconscious like/dislike decisions: First results towards a novel application for BCI technology

Gernot R. Müller-Putz, Selina C. Wriessnegger, D. Hackhofer, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Unsupervised Feature Learning for EEG-based Emotion Recognition

Gernot R. Müller-Putz, Reinhold Scherer, Olga Sourina, 2017, 2017 International Conference on Cyberworlds (CW).

Random Forests for Feature Selection in Non-invasive Brain-Computer Interfacing

Gernot R. Müller-Putz, Reinhold Scherer, David Steyrl, 2013, CHI-KDD.

Cybathlon experiences of the Graz BCI racing team Mirage91 in the brain-computer interface discipline

Gernot Müller-Putz, David Steyrl, Reinmar J. Kobler, 2017, Journal of NeuroEngineering and Rehabilitation.

A Single-Switch BCI Based on Passive and imagined movements: toward Restoring Communication in Minimally Conscious patients

Gernot R. Müller-Putz, Christoph Pokorny, Petar Horki, 2013, Int. J. Neural Syst..

On the interpretation of linear Riemannian tangent space model parameters in M/EEG

Motoaki Kawanabe, Gernot R. Müller-Putz, Junichiro Hirayama, 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Online Reduction of Artifacts in EEG of Simultaneous EEG-fMRI Using Reference Layer Adaptive Filtering (RLAF)

Günter Edlinger, Gernot R Müller-Putz, Karl Koschutnig, 2017, Brain Topography.

Decoding movement kinematics from EEG using an interpretable convolutional neural network

G. Müller-Putz, E. Magosso, V. Mondini, 2023, Comput. Biol. Medicine.

Stability and distribution of steady-state somatosensory evoked potentials elicited by vibro-tactile stimulation

Vera Kaiser, Christa Neuper, Gernot R. Müller-Putz, 2012, Medical & Biological Engineering & Computing.

Effects of mental workload and fatigue on the P300, alpha and theta band power during operation of an ERP (P300) brain–computer interface

A. Kübler, G. Müller-Putz, S. Halder, 2014, Biological Psychology.

Fast set-up asynchronous brain-switch based on detection of foot motor imagery in 1-channel EEG

G. Pfurtscheller, T. Solis-Escalante, G. Müller-Putz, 2010, Medical & Biological Engineering & Computing.

Error potential detection during continuous movement of an artificial arm controlled by brain–computer interface

Christa Neuper, Gernot R. Müller-Putz, Alex Kreilinger, 2012, Medical & Biological Engineering & Computing.

Asynchronous steady-state visual evoked potential based BCI control of a 2-DoF artificial upper limb

Christa Neuper, Gert Pfurtscheller, Gernot Müller-Putz, 2010, Biomedizinische Technik. Biomedical engineering.

Self-Paced Operation of an SSVEP-Based Orthosis With and Without an Imagery-Based “Brain Switch:” A Feasibility Study Towards a Hybrid BCI

G. Pfurtscheller, T. Solis-Escalante, R. Ortner, 2010, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

New strategy to set up a classifier for a motor imagery based stroke BCI

Vera Kaiser, Christa Neuper, Gernot R. Müller-Putz, 2010 .

Editorial: Long Term User Training and Preparation to Succeed in a Closed-Loop BCI Competition

G. Müller-Putz, F. Lotte, D. Coyle, 2022, Frontiers in Human Neuroscience.

Adaptive hybrid brain-computer interaction: Ask a trainer for assistance!

Gernot R. Müller-Putz, Josef Faller, David Steyrl, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

A tetraplegic patient controls a wheelchair in virtual reality

Gert Pfurtscheller, Doron Friedman, Robert Leeb, 2007 .

Tools for Brain-Computer Interaction: A General Concept for a Hybrid BCI

Febo Cincotti, José del R. Millán, Christa Neuper, 2011, Front. Neuroinform..

A Novel Approach to Auditory EEG-Based Spelling

Gernot R. Müller-Putz, Petar Horki, G. Müller-Putz, 2013 .

G. Müller-Putz, P. Horki, 2014 .

Proposing a Standardized Protocol for Raw Biosignal Transmission

Christa Neuper, Gernot R. Müller-Putz, Ian Daly, 2012, IEEE Transactions on Biomedical Engineering.

BNCI Horizon -- The Future of Brain/Neural Computer Interaction: Horizon 2020

Clemens Brunner, Gernot R. Müller-Putz, G. Müller-Putz, 2014 .

Thought-based row-column scanning communication board for individuals with cerebral palsy.

Dirk T. Hettich, Reinhold Scherer, G. Müller-Putz, 2015, Annals of physical and rehabilitation medicine.

Chapter 9 - Flexibility and Practicality

G. Pfurtscheller, Reinhold Scherer, G. Müller-Putz, 2009 .

Level of participation in robotic-assisted treadmill walking modulates midline sensorimotor EEG rhythms in able-bodied subjects

C. Neuper, Reinhold Scherer, T. Solis-Escalante, 2012, NeuroImage.