Gernot R. Müller-putz

Gernot R. Müller-putz's AcademicInfluence.com Rankings

Engineering

#6769

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#8110

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Biomedical Engineering

#619

World Rank

#629

Historical Rank

Electrical Engineering

#2056

World Rank

#2160

Historical Rank

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Engineering

Gernot R. Müller-putz's Degrees

PhD Electrical Engineering Graz University of Technology

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Gernot R. Müller-putz's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Combining Brain–Computer Interfaces and Assistive Technologies: State-of-the-Art and Challenges (2010) (795)
Review of the BCI Competition IV (2012) (652)
Control of an Electrical Prosthesis With an SSVEP-Based BCI (2008) (560)
Steady-state visual evoked potential (SSVEP)-based communication: impact of harmonic frequency components (2005) (523)
Self-Paced (Asynchronous) BCI Control of a Wheelchair in Virtual Environments: A Case Study with a Tetraplegic (2007) (500)
EEG-based neuroprosthesis control: A step towards clinical practice (2005) (472)
An asynchronously controlled EEG-based virtual keyboard: improvement of the spelling rate (2004) (347)
On the Use of Neuropyhsiological Tools in IS Research: Developing a Research Agenda for NeuroIS (2012) (294)
Toward a hybrid brain–computer interface based on imagined movement and visual attention (2010) (288)
Level of participation in robotic-assisted treadmill walking modulates midline sensorimotor EEG rhythms in able-bodied subjects (2012) (244)
Effects of mental workload and fatigue on the P300, alpha and theta band power during operation of an ERP (P300) brain–computer interface (2014) (211)
Rehabilitation with Brain-Computer Interface Systems (2008) (208)
Motor imagery and EEG-based control of spelling devices and neuroprostheses. (2006) (208)
"Virtual keyboard" controlled by spontaneous EEG activity (2001) (197)
BNCI Horizon 2020: Towards a Roadmap for the BCI Community (2015) (190)
Event-related beta EEG-changes during passive and attempted foot movements in paraplegic patients (2007) (179)
Domain Adaptation Techniques for EEG-Based Emotion Recognition: A Comparative Study on Two Public Datasets (2019) (172)
EEG beta suppression and low gamma modulation are different elements of human upright walking (2014) (165)
Hybrid brain-computer interfaces and hybrid neuroprostheses for restoration of upper limb functions in individuals with high-level spinal cord injury (2013) (156)
Cortical effects of user training in a motor imagery based brain–computer interface measured by fNIRS and EEG (2014) (155)
High and low gamma EEG oscillations in central sensorimotor areas are conversely modulated during the human gait cycle (2015) (144)
On the Foundations of NeuroIS: Reflections on the Gmunden Retreat 2009 (2010) (143)
It's how you get there: walking down a virtual alley activates premotor and parietal areas (2014) (139)
Upper limb movements can be decoded from the time-domain of low-frequency EEG (2017) (137)
Combined motor imagery and SSVEP based BCI control of a 2 DoF artificial upper limb (2011) (131)
Tools for Brain-Computer Interaction: A General Concept for a Hybrid BCI (2011) (129)
Towards Noninvasive Hybrid Brain–Computer Interfaces: Framework, Practice, Clinical Application, and Beyond (2015) (129)
Distinct β Band Oscillatory Networks Subserving Motor and Cognitive Control during Gait Adaptation (2016) (125)
Fast set-up asynchronous brain-switch based on detection of foot motor imagery in 1-channel EEG (2010) (124)
EEG-Based Asynchronous BCI Controls Functional Electrical Stimulation in a Tetraplegic Patient (2005) (118)
Improved signal processing approaches in an offline simulation of a hybrid brain–computer interface (2010) (114)
Is It Significant? Guidelines for Reporting BCI Performance (2012) (108)
Relationship Between Electrical Brain Responses to Motor Imagery and Motor Impairment in Stroke (2012) (107)
Toward smarter BCIs: extending BCIs through hybridization and intelligent control (2012) (102)
An independent SSVEP-based brain–computer interface in locked-in syndrome (2014) (101)
Brain motor system function in a patient with complete spinal cord injury following extensive brain–computer interface training (2008) (98)
Decoding natural reach-and-grasp actions from human EEG (2018) (98)
First Steps Toward a Motor Imagery Based Stroke BCI: New Strategy to Set up a Classifier (2011) (92)
Electroencephalography (EEG) as a Research Tool in the Information Systems Discipline: Foundations, Measurement, and Applications (2015) (88)
On the control of brain-computer interfaces by users with cerebral palsy (2013) (85)
Random forests in non-invasive sensorimotor rhythm brain-computer interfaces: a practical and convenient non-linear classifier (2016) (84)
An Application Framework for Controlling an Avatar in a Desktop-Based Virtual Environment via a Software SSVEP BrainComputer Interface (2010) (83)
Discrimination of Motor Imagery-Induced EEG Patterns in Patients with Complete Spinal Cord Injury (2009) (80)
Cue-induced beta rebound during withholding of overt and covert foot movement (2012) (80)
EEG neural correlates of goal-directed movement intention (2017) (76)
The auditory P300-based single-switch brain-computer interface: Paradigm transition from healthy subjects to minimally conscious patients (2013) (76)
Attempted Arm and Hand Movements can be Decoded from Low-Frequency EEG from Persons with Spinal Cord Injury (2019) (74)
Decoding of velocities and positions of 3D arm movement from EEG (2012) (71)
A Single-Switch BCI Based on Passive and imagined movements: toward Restoring Communication in Minimally Conscious patients (2013) (71)
Comparison of DFT and lock-in amplifier features and search for optimal electrode positions in SSVEP-based BCI (2008) (71)
Self-initiation of EEG-based brain–computer communication using the heart rate response (2007) (68)
What does clean EEG look like? (2012) (68)
Analysis of sensorimotor rhythms for the implementation of a brain switch for healthy subjects (2010) (68)
Temporal Coding of Brain Patterns for Direct Limb Control in Humans (2010) (65)
Stability and distribution of steady-state somatosensory evoked potentials elicited by vibro-tactile stimulation (2012) (63)
NeuroIS: Neuroscientific Approaches in the Investigation and Development of Information Systems (2010) (61)
Functional Rehabilitation of the Paralyzed Upper Extremity After Spinal Cord Injury by Noninvasive Hybrid Neuroprostheses (2015) (61)
Overt foot movement detection in one single Laplacian EEG derivation (2008) (61)
Cooperation in mind: Motor imagery of joint and single actions is represented in different brain areas (2016) (60)
Brain-computer interfaces for control of neuroprostheses: from synchronous to asynchronous mode of operation. (2006) (59)
Using a Noninvasive Decoding Method to Classify Rhythmic Movement Imaginations of the Arm in Two Planes (2015) (58)
BCI Software Platforms (2012) (58)
Single-trial connectivity estimation for classification of motor imagery data (2013) (58)
Coupling between Intrinsic Prefrontal HbO2 and Central EEG Beta Power Oscillations in the Resting Brain (2012) (57)
Error potential detection during continuous movement of an artificial arm controlled by brain–computer interface (2011) (57)
Short‐lived brain state after cued motor imagery in naive subjects (2008) (57)
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 (2006) (55)
From classic motor imagery to complex movement intention decoding: The noninvasive Graz-BCI approach. (2016) (54)
Separating heart and brain: on the reduction of physiological noise from multichannel functional near-infrared spectroscopy (fNIRS) signals (2014) (51)
Individually Adapted Imagery Improves Brain-Computer Interface Performance in End-Users with Disability (2015) (50)
Brain–computer interfacing: more than the sum of its parts (2013) (49)
Motor imagery-induced EEG patterns in individuals with spinal cord injury and their impact on brain–computer interface accuracy (2014) (48)
Control or non-control state: that is the question! An asynchronous visual P300-based BCI approach (2015) (48)
Brain-controlled applications using dynamic P300 speller matrices (2015) (48)
A Co-Adaptive Brain-Computer Interface for End Users with Severe Motor Impairment (2014) (47)
Brain Computer Interface on Track to Home (2015) (45)
Evaluation of Different EEG Acquisition Systems Concerning Their Suitability for Building a Brain–Computer Interface: Case Studies (2016) (43)
Proposing a Standardized Protocol for Raw Biosignal Transmission (2012) (41)
Short time sports exercise boosts motor imagery patterns: implications of mental practice in rehabilitation programs (2014) (40)
Thought-based row-column scanning communication board for individuals with cerebral palsy. (2015) (39)
Workshops of the Fifth International Brain-Computer Interface Meeting: Defining the Future. (2014) (39)
EEG Oscillations Are Modulated in Different Behavior-Related Networks during Rhythmic Finger Movements (2016) (37)
Post-movement beta synchronization after kinesthetic illusion, active and passive movements. (2006) (36)
Continuous low-frequency EEG decoding of arm movement for closed-loop, natural control of a robotic arm (2020) (35)
Single Versus Multiple Events Error Potential Detection in a BCI-Controlled Car Game With Continuous and Discrete Feedback (2016) (35)
Tuning characteristics of low-frequency EEG to positions and velocities in visuomotor and oculomotor tracking tasks (2018) (34)
Brain–Computer Interfaces and Assistive Technology (2014) (33)
Multimodal Imaging of Human Brain Activity: Rational, Biophysical Aspects and Modes of Integration (2009) (33)
Switching between Manual Control and Brain-Computer Interface Using Long Term and Short Term Quality Measures (2011) (33)
Single trial classification of fNIRS-based brain-computer interface mental arithmetic data: A comparison between different classifiers (2014) (32)
Masked and unmasked error-related potentials during continuous control and feedback (2018) (31)
Online asynchronous decoding of error-related potentials during the continuous control of a robot (2019) (31)
Development of a non-invasive, multifunctional grasp neuroprosthesis and its evaluation in an individual with a high spinal cord injury (2012) (31)
The Convergence of Machine and Biological Intelligence (2013) (30)
Brisk heart rate and EEG changes during execution and withholding of cue-paced foot motor imagery (2013) (30)
Exploring representations of human grasping in neural, muscle and kinematic signals (2018) (30)
On the Use of Games for Noninvasive EEG-Based Functional Brain Mapping (2013) (30)
A co-adaptive sensory motor rhythms Brain-Computer Interface based on common spatial patterns and Random Forest (2015) (29)
Frequency Specific Cortical Dynamics During Motor Imagery Are Influenced by Prior Physical Activity (2018) (28)
EEG patterns of self-paced movement imaginations towards externally-cued and internally-selected targets (2018) (28)
SCoT: a Python toolbox for EEG source connectivity (2014) (28)
Flexibility and practicality graz brain-computer interface approach. (2009) (27)
Exploration of the neural correlates of cerebral palsy for sensorimotor BCI control (2014) (27)
Unimanual and Bimanual Reach-and-Grasp Actions Can Be Decoded From Human EEG (2020) (26)
Detection of mental imagery and attempted movements in patients with disorders of consciousness using EEG (2014) (26)
Factors that affect error potentials during a grasping task: toward a hybrid natural movement decoding BCI (2018) (26)
Computational Sensemaking on Examples of Knowledge Discovery from Neuroscience Data: Towards Enhancing Stroke Rehabilitation (2012) (25)
Non-motor tasks improve adaptive brain-computer interface performance in users with severe motor impairment (2014) (25)
Motivation Influences Performance in SMR-BCI (2011) (24)
BCI and FES Training of a Spinal Cord Injured End-User to Control a Neuroprosthesis (2013) (24)
A hybrid three-class brain–computer interface system utilizing SSSEPs and transient ERPs (2016) (24)
Motor Imagery Brain-Computer Interfaces: Random Forests vs Regularized LDA - Non-linear Beats Linear (2014) (24)
Reference layer adaptive filtering (RLAF) for EEG artifact reduction in simultaneous EEG-fMRI (2017) (23)
The auditory p300-based SSBCI: A door to minimally conscious patients? (2012) (22)
Composing only by thought: Novel application of the P300 brain-computer interface (2017) (22)
Cybathlon experiences of the Graz BCI racing team Mirage91 in the brain-computer interface discipline (2017) (21)
BNCI Horizon 2020 - Towards a Roadmap for Brain/Neural Computer Interaction (2014) (20)
Corneo-retinal-dipole and eyelid-related eye artifacts can be corrected offline and online in electroencephalographic and magnetoencephalographic signals (2020) (20)
Decoding hand movements from human EEG to control a robotic arm in a simulation environment (2020) (20)
Correlation between EEG burst-to-burst intervals and HR acceleration in preterm infants (2008) (19)
Workshops of the Sixth International Brain–Computer Interface Meeting: brain–computer interfaces past, present, and future (2017) (19)
Kinect-based detection of self-paced hand movements: Enhancing functional brain mapping paradigms (2012) (18)
A Comparison of ocular Artifact removal Methods for Block Design based Electroencephalography Experiments (2017) (18)
Distance- and speed-informed kinematics decoding improves M/EEG based upper-limb movement decoder accuracy (2020) (18)
Physiological Noise Removal from fNIRS Signals (2013) (18)
Think2grasp - BCI-Controlled Neuroprosthesis for the Upper Extremity (2013) (18)
Force related hemodynamic responses during execution and imagery of a hand grip task: A functional near infrared spectroscopy study (2017) (18)
A Tactile Stimulation Device for EEG Measurements in Clinical Use (2014) (18)
The interplay of prefrontal and sensorimotor cortices during inhibitory control of learned motor behavior (2012) (17)
Watching object related movements modulates mirror-like activity in parietal brain regions (2013) (17)
HEAR to remove pops and drifts: the high-variance electrode artifact removal (HEAR) algorithm (2019) (17)
On Similarities and Differences of Invasive and Non-Invasive Electrical Brain Signals in Brain-Computer Interfacing (2016) (16)
Applying intuitive EEG-controlled grasp neuroprostheses in individuals with spinal cord injury: Preliminary results from the MoreGrasp clinical feasibility study (2019) (16)
A P300 BCI for e - inclusion, cognitive rehabilitation and smart home control (2014) (16)
Game-like Training to Learn Single Switch Operated Neuroprosthetic Control (2007) (16)
Synchronous occurrence of EEG bursts and heart rate acceleration in preterm infants (2005) (16)
Brain-Computer Interface Research (2014) (16)
Action affordances and visuo-spatial complexity in motor imagery: An fMRI study (2018) (15)
SAFE: An EEG dataset for stable affective feature selection (2020) (15)
Distinct cortical networks for hand movement initiation and directional processing: An EEG study (2020) (15)
Asynchronous steady-state visual evoked potential based BCI control of a 2-DoF artificial upper limb (2010) (15)
The future in brain/neural computer interaction: Horizon 2020 (2015) (15)
Analyzing and Decoding Natural Reach-and-Grasp Actions Using Gel, Water and Dry EEG Systems (2020) (14)
Principles of Hybrid Brain–Computer Interfaces (2012) (14)
Relationship between slow-wave EEG bursts and heart rate changes in preterm infants (2005) (14)
Somatosensory evoked potentials elicited by stimulating two fingers from one hand — Usable for BCI? (2011) (13)
Design of a novel covert SSVEP-based BCI (2011) (13)
New input modalities for modern game design and virtual embodiment (2012) (13)
Long-Term Mutual Training for the CYBATHLON BCI Race With a Tetraplegic Pilot: A Case Study on Inter-Session Transfer and Intra-Session Adaptation (2021) (13)
Imagine squeezing a cactus: Cortical activation during affective motor imagery measured by functional near-infrared spectroscopy (2018) (12)
Implementation of Error Detection into the Graz-Brain-Computer Interface, the Interaction Error Potential (2009) (12)
Towards non-invasive EEG-based arm/hand-control in users with spinal cord injury (2017) (12)
Brain-computer interface adaptation for an end user to compete in the Cybathlon (2016) (12)
The Role of Transient Target Stimuli in a Steady-State Somatosensory Evoked Potential-Based Brain–Computer Interface Setup (2016) (12)
BackHome: Brain-neural computer interfaces on track to home. (2012) (12)
Game-Based BCI Training: Interactive Design for Individuals with Cerebral Palsy (2015) (11)
Online asynchronous detection of error-related potentials in participants with a spinal cord injury using a generic classifier (2020) (11)
Non-linear online low-frequency EEG decoding of arm movements during a pursuit tracking task (2020) (11)
Inter- and Intra-individual Variability in Brain Oscillations During Sports Motor Imagery (2020) (11)
Random Forests for Feature Selection in Non-invasive Brain-Computer Interfacing (2013) (11)
The Graz Brain-Computer Interface (2009) (10)
Comparison of Feature Extraction Methods for Brain-Computer Interfaces (2011) (10)
A tetraplegic patient controls a wheelchair in virtual reality (2007) (10)
Inside the Grat-BCI: rtsBCI (2004) (10)
ELECTROENCEPHALOGRAPHY (1950) (10)
Introduction of a Universal P300 Brain-Computer Interface Communication System (2013) (10)
Automatic adaptation to oscillatory EEG activity in spinal cord injury and stroke patients (2012) (10)
Detecting System Errors in Virtual Reality Using EEG Through Error-Related Potentials (2020) (10)
Perturbation-evoked potentials can be classified from single-trial EEG (2020) (10)
Evaluation of Healthy EEG Responses for Spelling Through Listener-Assisted Scanning (2015) (9)
Direct comparison of supervised and semi-supervised retraining approaches for co-adaptive BCIs (2019) (9)
Mental imagery for brain-computer interface control and communication in non-responsive individuals. (2019) (9)
User-centred design in brain-computer interface research and development. (2015) (9)
Unsupervised Feature Learning for EEG-based Emotion Recognition (2017) (9)
Assessing participation during robotic assisted gait training based on EEG: feasibility study (2012) (9)
Consumer-Grade EEG Instruments: Insights on the Measurement Quality Based on a Literature Review and Implications for NeuroIS Research (2020) (9)
Offline Decoding of Hand Movement Directions from Non-Invasive EEG (2010) (8)
Using Support Vector Regression to estimate valence level from EEG (2016) (8)
Online Reduction of Artifacts in EEG of Simultaneous EEG-fMRI Using Reference Layer Adaptive Filtering (RLAF) (2017) (8)
Simultaneous decoding of velocity and speed during executed and observed tracking movements: an MEG study (2019) (8)
A hybrid-Brain Computer Interface for control of a reaching and grasping neuroprosthesis (2010) (8)
Towards non-invasive brain-computer interface for hand/arm control in users with spinal cord injury (2018) (8)
Corrigendum: EEG beta suppression and low gamma modulation are different elements of human upright walking (2015) (8)
Prototype of an auto-calibrating, context-aware, hybrid brain-computer interface (2012) (8)
Feel Your Reach: An EEG-Based Framework to Continuously Detect Goal-Directed Movements and Error Processing to Gate Kinesthetic Feedback Informed Artificial Arm Control (2022) (8)
Online visualization of brain connectivity (2015) (8)
Using machine learning to reveal the population vector from EEG signals (2020) (8)
Write, read and answer emails with a dry ‘n’ wireless brain-computer interface system (2014) (8)
Disentangling human grasping type from the object's intrinsic properties using low-frequency EEG signals (2021) (8)
Cortical Activation Patterns of Cue-Paced Foot Movement in Subacute Stroke Patients (2013) (8)
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 (2018) (8)
New Concepts in Brain-Computer Communication: Use of Steady-State Somatosensory Evoked Potentials, User Training by Telesupport and Control of Functional Electrical Stimulation. (2004) (8)
(Kopie von) Tobi hybrid BCI: principle of a new assistive method (2010) (8)
In pursuit of an easy to use brain computer interface for domestic use in a population with brain injury (2015) (7)
Towards a Framework Based on Single Trial Connectivity for Enhancing Knowledge Discovery in BCI (2012) (7)
Graz-Brain-Computer Interface: State of Research (2007) (7)
Robot Assisted Walking Affects the Synchrony Between Premotor and Somatosensory Areas (2013) (7)
A Generic Error-related Potential Classifier Offers a Comparable Performance to a Personalized Classifier (2020) (7)
Movement target decoding from EEG and the corresponding discriminative sources: A preliminary study (2015) (7)
On the interpretation of linear Riemannian tangent space model parameters in M/EEG (2021) (7)
Proceedings of the 4th International Brain-Computer Interface Workshop and Training Course 2008 (2008) (7)
Evaluation of induced and evoked changes in EEG during selective attention to verbal stimuli (2016) (6)
Games for BCI Skill Learning (2015) (6)
Classification of unconscious like/dislike decisions: First results towards a novel application for BCI technology (2015) (6)
Towards a Single-Switch BCI Based on Steady-State Somatosensory Evoked Potentials (2011) (6)
A concept to standardize raw biosignal transmission for brain-computer interfaces (2011) (6)
Assessing the impact of vibrotactile kinaesthetic feedback on electroencephalographic signals in a center-out task (2020) (6)
Online asynchronous detection of error-related potentials in participants with a spinal cord injury using a generic classifier. (2021) (6)
Goal-directed or aimless? EEG differences during the preparation of a reach-and-touch task (2015) (6)
Heart Rate-Controlled EEG-Based BCI: The Graz Hybrid BCI (2006) (6)
Workshops of the Seventh International Brain-Computer Interface Meeting: Not Getting Lost in Translation. (2019) (6)
BCI-Controlled Grasp Neuroprosthesis in High Spinal Cord Injury (2013) (6)
Sheet music by mind: Towards a brain-computer interface for composing (2015) (6)
Detection of Error Potentials During a Car-Game with Combined Continuous and Discrete Feedback (2011) (5)
Sigviewer and Signalserver – Open Source Software Projects for Biosignal Analysis (2013) (5)
Decoding of continuous movement attempt in 2-dimensions from non-invasive low frequency brain signals (2021) (5)
The Sixth International Brain-Computer Interface Meeting: Advances in Basic and Clinical Research. (2017) (5)
Brain-Computer Interfacing for Users with Cerebral Palsy, Challenges and Opportunities (2013) (5)
Hybrid BCI classification via dynamic re-weighting (2012) (5)
Combining frequency and time-domain EEG features for classification of self-paced reach-and-grasp actions (2019) (5)
No Training, same Performance!? - a Generic P300 Classifier Approach (2017) (5)
Brain-Computer Interfaces for Assessment and Communication in Disorders of Consciousness (2014) (5)
Hierarchical decoding of grasping commands from EEG (2017) (5)
Lets play Tic-Tac-Toe: A Brain-Computer Interface case study in cerebral palsy (2016) (5)
Movements of the same upper limb can be classified from low-frequency time-domain EEG signals (2016) (5)
EEG-Based Classification of Imagined Arm Trajectories (2014) (5)
Asynchronous detection of Error-related potentials using a generic classifier (2019) (5)
Spatial-Spectral Identification Of Μ And Β Eeg Rhythm Sourcrs During Robot-Assisted Walking (2013) (5)
iScope - Viewing Biosignals on Mobile Devices (2012) (5)
Applying Dimensionality Reduction Techniques in Source-Space Electroencephalography via Template and Magnetic Resonance Imaging-Derived Head Models to Continuously Decode Hand Trajectories (2022) (4)
Improved concept and first results of an auditory single-switch BCI for the future use in disorders of consciousness patients (2015) (4)
Online detection of movement during natural and self-initiated reach-and-grasp actions from EEG signals (2021) (4)
Brisk movement imagination for the non-invasive control of neuroprostheses: A first attempt (2011) (4)
Bring mental activity into action! An enhanced online co-adaptive brain-computer interface training protocol (2015) (4)
Directional Decoding From EEG in a Center-Out Motor Imagery Task With Visual and Vibrotactile Guidance (2021) (4)
Error-Related potentials with Masked and unmasked onset during continuous control and feedback (2017) (4)
Adaptive hybrid brain-computer interaction: Ask a trainer for assistance! (2014) (4)
Gaze-directed ubiquitous interaction using a Brain-Computer Interface (2010) (4)
Stable Feature Selection for EEG-based Emotion Recognition (2018) (3)
Tuning of Parameters for a Vibrotactile Kinaesthetic Feedback System Utilizing Tactile Illusions (2019) (3)
Entrainment of spontaneous cerebral hemodynamic oscillations to behavioral responses (2014) (3)
Recent Advances in Brain-Computer Interface Research - A Summary of the BCI Award 2014 and BCI Research Trends (2015) (3)
Neural Suppression Elicited During Motor Imagery Following the Observation of Biological Motion From Point-Light Walker Stimuli (2022) (3)
Continuous 2D trajectory decoding from attempted movement: across-session performance in able-bodied and feasibility in a spinal cord injured participant (2022) (3)
Toward passive BCI: asynchronous decoding of neural responses to direction- and angle-specific perturbations during a simulated cockpit scenario (2022) (3)
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 (2017) (3)
An investigation on dimensionality reduction in the source-space-based hand trajectory decoding (2021) (3)
Towards brain controlled movement restoration - Part II: Application of an asynchronous brain-switch (2005) (3)
Learning effects in 2D trajectory inference from low-frequency EEG signals over multiple feedback sessions (2021) (3)
Reduction of EEG artifacts in simultaneous EEG-fMRI: Reference layer adaptive filtering (RLAF) (2015) (3)
First steps towards a motor imagery-based stroke BCI (2010) (3)
TiD—Introducing and Benchmarking an Event-Delivery System for Brain–Computer Interfaces (2017) (3)
The Plurality of Human Brain-Computer Interfacing [Scanning the Issue] (2015) (3)
Hybrid motor imagery and steady-state visual evoked potential based BCI for artificial arm control (2010) (3)
Single Trial Motor Imagery Classification in EEG Measured During FMRI Image Acquisition - A First Glance (2013) (3)
Decoding of hand movement velocities in three dimensions from the EEG during continuous movement of the arm (2012) (3)
Reconstructing gait cycle patterns from non-invasive recorded low gamma modulations (2014) (3)
1408 Usefulness of an EEG-based brain-computer interface to establish communication in ALS (2005) (2)
Online detection of hand open vs palmar grasp attempts in a person with spinal cord injury (2019) (2)
The EEG-controlled MoreGrasp grasp neuroprosthesis for individuals with high spinal cord injury – multipad electrodes for screening and closed-loop grasp pattern control (2017) (2)
First evaluation results of a BCI-controlled hybrid neuroprosthesis for restoration of grasping in a high spinal cord injured individual (2012) (2)
Perturbation-Evoked Potentials: Future Usage in Human-Machine Interaction (2019) (2)
EEG beta band sources modulated by gait cycle during robot-assisted walking (2013) (2)
Augmenting communication, emotion expression and interaction capabilities of individuals with cerebral palsy (2014) (2)
Stability and distribution of steady-state somatosensory evoked potentials elicited by vibro-tactile stimulation (2012) (2)
How Similar are the Neural Patterns when Observing grasping Hand Postures to the Behavioral Patterns when Executing the grasp? (2019) (2)
Execution for training and imagination for actual control (2008) (2)
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 (2005) (2)
Workshops of the Eighth International Brain-Computer Interface Meeting: BCIs: The Next Frontier. (2022) (2)
Chapter 9 - Flexibility and Practicality (2009) (2)
Autonomy and Social Inclusion for the Severely Disabled: The BrainAble Prototype (2013) (2)
The Evaluation of a Brain Computer Interface System with Acquired Brain Injury End Users (2014) (2)
Combining Hybrid BCI and signal quality monitoring to improve user experience (2012) (2)
TOBI Interface A (TiA) - A Standardized Interface to Transmit Raw Biosignals (2010) (2)
Decoding Movements of the Upper Limb from EEG (2017) (2)
Self-paced control of an hand orthosis using SSVEP-based BCI. (2009) (2)
Fusion of Manual Control and BCI Using Long Term and Short Term Quality Measures (2011) (2)
The hybrid Brain-Computer Interface: a bridge to assistive technology? (2013) (2)
Continuous error processing during a closed-loop 2D tracking task (2022) (1)
On the removal of physiological artifacts from fNIRS (2012) (1)
Predicting Functional Stroke-Rehabilitation Outcome by means of Brain-Computer Interface Technology: The BCI4REHAB Project (2012) (1)
Achievements and challenges of translational research in non-invasive SMR-BCI-controlled upper extremity neuroprosthesis in spinal cord injury (2015) (1)
TRAFFIC INCIDENT DETECTION WITH CELLULAR NETWORK DATA (2013) (1)
Auditorily elicited neural oscillations associated with motor execution, motor imagery and non-motor mental tasks (2013) (1)
Directed Connectivity Analysis in People with Spinal Cord Injury during Attempted Arm and Hand Movements (2021) (1)
EEG-controlled grasp neuroprosthesis for individuals with high spinal cord injury - decoding of multiple single limb movements (2017) (1)
Online artifact reduction and sequential evidence accumulation enhances robustness of thought-based interaction (2014) (1)
Proceedings of the 7th Graz Brain-Computer Interface Conference 2017: From Vision to Reality (2017) (1)
Proceedings of the Sixth International Brain-Computer Interface Meeting: BCI Past, Present, and Future (2016) (1)
Measuring Spinal Cord Potentials and Cortico-Spinal Interactions After Wrist Movements Induced by Neuromuscular Electrical Stimulation (2022) (1)
Proceedings of the 5th International Brain-Computer Interface Meeting 2013 (2013) (1)
Electroencephalography and Brain–Computer Interfaces (2021) (1)
Improved Classification of Auditory Evoked Event-Related Potentials (2014) (1)
Towards Natural Arm Control: Classification of hand and elbow movements (2010) (1)
EEG eye artifact dataset (2020) (1)
Fostering BCI interoperability (2010) (1)
Towards a novel control paradigm based on decoding imagined movements from EEG (2013) (1)
Editorial: Long Term User Training and Preparation to Succeed in a Closed-Loop BCI Competition (2022) (1)
Continuous and Discrete Control of a Hybrid Neuroprosthesis via Time-Coded Motor Imagery BCI (2013) (1)
A Novel Approach to Auditory EEG-Based Spelling (2013) (1)
Estimating Brain Connectivity from Single-Trial EEG Recordings (2013) (1)
Automatic Pause Detection during P300 Web Browsing (2014) (1)
Event-Related potentials in Externally and Internally-Driven target Selection: a Preliminary Study (2017) (1)
Movement decoding from EEG: target or direction? (2017) (1)
Compléments : Thought-based row-column scanning communication board for individuals with cerebral palsy (2015) (1)
BNCI Horizon -- The Future of Brain/Neural Computer Interaction: Horizon 2020 (2014) (1)
Towards Restoration and Rehabilitation of Motor Functions with the Help of Brain-Computer Interfaces (2013) (1)
Different patterns of cortico-cardiac coupling in healthy and postasphyctic preterm infants – a marker for prognosis? (2006) (1)
BCI-based Operation of Off-the-Shelf Software Applications: Towards a General-Purpose Application Control Framework (2013) (1)
Visual input Affects the decoding of imagined movements of the same limb (2017) (1)
Proceedings of the 5th International Brain-Computer Interface Conference 2011 (2011) (1)
PREDICTING EMG ENVELOPES OF GRASPING MOVEMENTS FROM EEG RECORDINGS USING UNSCENTED KALMAN FILTERING (2021) (1)
Brain-Computer Interfaces als assistierende Technologie und in der Rehabilitation nach Schlaganfall (2013) (0)
ANALYSIS OF SOMATOSENSORY EVOKED POTENTIALS AFTER NON- INVASIVE ELECTROCUTANEOUS STIMULATION OF FOOT AND THIGH (2021) (0)
Investigating the Role of Mind Wandering in Computer-Supported Collaborative Work: A Proposal for an EEG Study (2019) (0)
Direction decoding of physical and visual perturbations from EEG (2022) (0)
Non Invasive BCIs for Neuroprostheses Control of the Paralysed Hand (2009) (0)
Active participation during walking reduces single trial connectivity in sensorimotor areas (2014) (0)
Social inclusion as feature to improve BCI skill training: A feasibility case study in cerebral palsy (2016) (0)
A Co-adaptive SMR-BCI Based on Common Spatial Patterns and Random Forest (2015) (0)
BCI: “Imagine playing tennis!” (2011) (0)
Mirage91: The Graz BCI-Racing Team – making students familiar with BCI research (2016) (0)
Visuo-spatial complexity and object-relatedness impact brain activity during motor imagery (2019) (0)
Automatic Adaptation to Post-Movement Eventrelated Synchronization in a Brain-Computer Interface (2013) (0)
Spectral component analysis reveals high-γ sources during gait (2014) (0)
Externally and internally-driven target selection: cue and response-locked EEG (2017) (0)
Cortico-cardiac coupling in preterm infants and adults (2007) (0)
Artifact, or not an artifact, that is the question? (2014) (0)
Moving thoughts—brain-computer interface for control of grasp neuroprostheses in tetraplegic patients (2006) (0)
Hybrid-Brain-Computer Interface – Ein neues assistierendes Hilfsmittel ? Hybrid Brain-Computer Interface – A New Assistive Device ? (2012) (0)
Monocular Head-Mounted SSVEP based Brain-Computer Interface to Retain Situational Awareness (2012) (0)
Analyzing EEG source connectivity with SCoT (2014) (0)
Exploring the resonant properties of alpha-band in covert spatial visual attention (2011) (0)
Discriminating goal-directed from nongoal-directed movements and its potential impact for BCI control (2016) (0)
Different Uses of Non-Invasive BCI for Controlling Neuroprostheses: Case Studies with End-Users (2013) (0)
Does ERD correlate with the strength of impairment after stroke (2011) (0)
Error potential detection during continuous movement of an artificial arm controlled by brain–computer interface (2012) (0)
Corrigendum: Mental State Detection Using Riemannian Geometry on Electroencephalogram Brain Signals (2022) (0)
Decoding differences in continuously executed and observed tracking movements from EEG signals (2018) (0)
Electrophysiological Markers of Emotion Processing in Cerebral Palsy - Towards a Clinical Affective Brain-computer Interface (2013) (0)
A Population Search Algorithm for Clustered Multivariate Solutions: Application to EEG Connectivity (2013) (0)
Estimating movement parameters from EEG during a continuous tracking task (2017) (0)
Design of an electrical hand-grasp orthosis for direct control with the brain to restore the hand-grasp function of a tetraplegic (2000) (0)
Getting off track: Cortical feedback processing network modulated by continuous error signal during target-feedback mismatch (2023) (0)
Correlating SSSEP Screening Results with BCI Performance (2011) (0)
Amplifier Data Acquisition Data File Participant Biosignals iScope (2013) (0)
Non-invasive Brain–Computer Interfaces for Control of Grasp Neuroprosthesis: The European MoreGrasp Initiative (2021) (0)
Classifying imaginations of rhythmic arm movements in two planes from EEG (2013) (0)
Brain oscillations control a wheelchair in virtual reality (2007) (0)
Exploring representations of human grasping in neural, muscle and kinematic signals (2018) (0)
Selection methods for communication with single-switch BCI (2012) (0)
Hybrid Brain-Computer Communication (2014) (0)
Eye-blink related changes in EEG during an auditory working-memory task performance (2014) (0)
Implementation of a new independent SSVEP-based BCI (2013) (0)
Expectation mismatch during a tracking task: an EEG analysis (2019) (0)
[Semiautomatic procedure for the investigation of synchronized activity of EEG and heart rate--examination of preterm births]. (2005) (0)
Transfer Learning in Trajectory Decoding: Sensor or Source Space? (2023) (0)
On Electrode Layout in EEG Studies: A Limitation of Consumer-Grade EEG Instruments (2021) (0)
On the use of Non-Invasive Brain-Computer Interface Technology in Neurorehabilitation (2013) (0)
BCI research toward stroke rehabilitation at TU Graz (2012) (0)
B 09 BCI adaption for end user – The GRAZ-BCI approach (2016) (0)
Minimizing the number of EEG sensors for practical Brain-Computer Interfaces (2007) (0)
Balance perturbation and error processing elicit distinct brain dynamics (2023) (0)
Linking neural oscillations and motor behavior: Modeling EEG source dynamics during human walking and rhythmic finger movements (2016) (0)
Exploring the similarity of grasping representations among EEG, EMG, kinematic activity and categorical models (2018) (0)
Attempted Arm and Hand Movements can be Decoded from Low-Frequency EEG from Persons with Spinal Cord Injury (2019) (0)
Proceedings Annual Meeting of the Austrian Society for Biomedical Engineering 2021: ÖGBMT 2021 (2021) (0)
First contact screening of a BCI Pilot (2016) (0)
Tuning characteristics of low-frequency EEG to positions and velocities in visuomotor and oculomotor tracking tasks (2018) (0)
Discriminating goal-directed from non-goal-directed movements for BCI control (2016) (0)
BCI adaptation for end users The Graz-BCI approach (2016) (0)
The Graz brain switch (2010) (0)
Expression of kinematic information in eeg and meg signals during visuomotor tasks (2019) (0)
NeuroIS: Status, Rewarding Research Questions, and Future Directions (2020) (0)
EEG patterns of self-paced movement imaginations towards externally-cued and internally-selected targets (2018) (0)
Motor imagery and SSVEPs for neuroprosthetic control and heart rate triggered BCI (2006) (0)
Skipping BCI calibration: fundamental investigations on Restricted Boltzmann Machines (2016) (0)
High and low γ oscillations in the sensorimotor feet area are conversely modulated by the gait cycle (2014) (0)
(Kopie von) BCI: "Imagine playing tennis!" (2010) (0)
Brain-Computer Interface research at the Graz University of Technology: Novel concepts in neurorehabilitation (2013) (0)
Auditory P300-based single-switch BCI using Tone Stream Segregation (2012) (0)
Towards a mobile sensor framework including EEG sensors (2014) (0)
Editorial: Towards dependable brain computer/machine interfaces for movement control (2023) (0)
Opening/closing of a virtual hand with the post-imagery beta rebound (2009) (0)
A pilot study on mental workload detection during operation of a self-paced ERD BCI (2013) (0)
Cybathlon experiences of the Graz BCI racing team Mirage91 in the brain-computer interface discipline (2017) (0)
Investigation of the stability of SSSEP elicited by vibro-tactile stimulation (2010) (0)
Affective motor imagery activates specific brain regions of the pain matrix (2018) (0)
The Graz Hybid Brain-Computer Interface (2006) (0)
Towards non-invasive decoding of cortical patterns: goal directed movements, movement trajectories, error potentials, hand movement attempts and artificial sensory feedback in humans (2019) (0)
Reference layer adaptive filtering (RLAF) in simultaneous EEG-fMRI (2017) (0)
Direct Brain-Computer Communication: Basic principle and applications of the Graz-BCI (2007) (0)
Asynchronous detection of interaction errors (2017) (0)
TiA – Standardizing Raw Biosignal Delivery in BCIs (2011) (0)
Rehabilitation with Brain-Computer Systems (2008) (0)
Online Reduction of Artifacts in EEG of Simultaneous EEG-fMRI Using Reference Layer Adaptive Filtering (RLAF) (2017) (0)
Decoding of Executed Movements and Source Imaging (2014) (0)
On the Modulation of Perturbation-Evoked Potentials After Motor Reaction in a Human-Machine Interaction Setup (2020) (0)
Scanning the issue: The Plurality of Human BrainYComputer Interfacing (2015) (0)
Impact of Channel Selection on the Classification Accuracy in a Brain-Computer Interface based on Steady-State Somatosensory Evoked Potentials (2012) (0)
EEG during discrete and continuous goal-directed visuomotor and oculomotor tasks (2020) (0)
A paradigm for detection of self-paced movement imaginations using MRCPs (2018) (0)
Mental State Detection Using Riemannian Geometry on Electroencephalogram Brain Signals (2021) (0)
Non-invasive functional mapping of brain activity. (2012) (0)
Suppression of the central mu and beta rhythms during robot assisted walking in humans (2012) (0)
Steady-State Somatosensory Evoked Potentials in Minimally Conscious Patients – Challenges and Perspectives (2014) (0)
Time-Domain Correlations of Imagined Arm Positions with Brain Sources (2013) (0)
Toward Non-invasive BCI-Based Movement Decoding (2021) (0)
EEG-controlled noninvasive grasp neuroprosthesis for individuals with high spinal cord injury – decoding of multiple single limb movements and multi-pad electrodes for closed-loop grasp pattern (2017) (0)
New strategy to set up a classifier for a motor imagery based stroke BCI (2010) (0)
Using linear parameter varying autoregressive models to measure cross frequency couplings in EEG signals (2022) (0)
Towards non-invasive decoding of cortical patterns induced by goal directed movement intentions and artificial sensory feedback in humans (2017) (0)
Invasive BCI Approaches for Restoration of Upper Extremity Movements (2021) (0)
Proceedings of the 6th International Brain-Computer Interface Conference 2014 (2014) (0)
The Impact of Gestures on Formal Language Learning and Its Neural Correlates: A Study Proposal (2018) (0)

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