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List of works by Gernot R Müller-Putz

15 years of BCI research at Graz University of Technology: current projects.

scientific article published on June 2006

A Tactile Stimulation Device for EEG Measurements in Clinical Use

scientific article published on 09 July 2013

A co-adaptive brain-computer interface for end users with severe motor impairment

scientific article

A concept to standardize raw biosignal transmission for brain-computer interfaces

scientific article published in January 2011

A single-switch BCI based on passive and imagined movements: toward restoring communication in minimally conscious patients

scientific article published on 3 March 2013

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

scientific article published on August 2014

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

scientific article published on 19 May 2014

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

scientific article published on 29 October 2018

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

scientific article published on 2 November 2010

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

scientific article published on 09 May 2019

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

scientific article published on 7 September 2013

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

scientific article

BCI and FES Training of a Spinal Cord Injured End-User to Control a Neuroprosthesis

scientific article published on 7 September 2013

Brain Computer Interface on Track to Home

scientific article

Brain motor system function in a patient with complete spinal cord injury following extensive brain-computer interface training

scientific article published in July 2008

Brain-controlled applications using dynamic P300 speller matrices.

scientific article published on 10 December 2014

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

scientific article published on 30 July 2013

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

scientific article published in January 2011

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

scientific article published on 11 March 2011

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

scientific article published on 29 September 2007

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

scientific article published in 2012

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

scientific article published on 17 July 2020

Control of an electrical prosthesis with an SSVEP-based BCI.

scientific article published in January 2008

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

scientific article published on 14 January 2015

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

scientific article published on 30 March 2008

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

scientific article published on 2 October 2015

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

scientific article published on 07 September 2013

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

scientific article

Coupling between Intrinsic Prefrontal HbO2 and Central EEG Beta Power Oscillations in the Resting Brain ⬇️

scientific article published on August 24, 2012

Cue-induced beta rebound during withholding of overt and covert foot movement

scientific article published on 19 February 2012

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

scientific article published on 28 December 2017

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

scientific article published on 09 April 2020

Decoding natural reach-and-grasp actions from human EEG.

scientific article published on 30 August 2017

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

scientific article published in January 2012

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

scientific article

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

scientific article published on 01 January 2012

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

scientific article published on 14 September 2019

Discrimination of motor imagery-induced EEG patterns in patients with complete spinal cord injury

scientific article published on 29 April 2009

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

scientific article published on 04 November 2020

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

scientific article

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

scientific article published on November 2016

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

scientific article

EEG patterns of self-paced movement imaginations towards externally-cued and internally-selected targets

scientific article published in Scientific Reports

EEG-based neuroprosthesis control: a step towards clinical practice

scientific article published on 2 April 2005

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

scientific article published in August 2014

Entrainment of spontaneous cerebral hemodynamic oscillations to behavioral responses

scientific article published on 26 February 2014

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

scientific article published on January 2012

Estimating Brain Connectivity from Single-Trial EEG Recordings

scientific article published on 7 September 2013

Evaluation of healthy EEG responses for spelling through listener-assisted scanning

scientific article published on 30 June 2014

Event-related beta EEG-changes during passive and attempted foot movements in paraplegic patients

scientific article

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

scientific article

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

scientific article published in Scientific Reports

FORCe: Fully Online and Automated Artifact Removal for Brain-Computer Interfacing

scientific article published on 13 August 2014

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

scientific article published on 01 May 2018

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

scientific article published on 6 January 2010

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

scientific article

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

scientific article

High-density EEG mobile brain/body imaging data recorded during a challenging auditory gait pacing task

scientific article published on 17 October 2019

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

scientific article published on 13 September 2013

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

scientific article

Individually adapted imagery improves brain-computer interface performance in end-users with disability

scientific article published on 18 May 2015

Introduction of a Universal P300 Brain-Computer Interface Communication System

scientific article

It's how you get there: walking down a virtual alley activates premotor and parietal areas.

scientific article published on 25 February 2014

Kinect-based detection of self-paced hand movements: enhancing functional brain mapping paradigms

scientific article published in January 2012

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

scientific article

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

scientific article published on 20 March 2018

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

scientific article published on 19 May 2014

Multimodal imaging of human brain activity: rational, biophysical aspects and modes of integration.

scientific article published on 15 June 2009

Non-invasive control of neuroprostheses for the upper extremity: temporal coding of brain patterns

scientific article published in January 2009

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

scientific article

On the automated removal of artifacts related to head movement from the EEG.

scientific article

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

scientific article published on 16 May 2013

On the use of Non-Invasive Brain-Computer Interface Technology in Neurorehabilitation

scientific article published on 7 September 2013

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

scientific article published on 9 November 2017

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

scientific article published on 26 November 2019

Online asynchronous detection of error-related potentials in participants with a spinal cord injury by adapting a pre-trained generic classifier

scientific article published on 09 December 2020

Online visualization of brain connectivity.

scientific article published on 5 September 2015

Overt foot movement detection in one single Laplacian EEG derivation.

scientific article published on 8 August 2008

Perturbation-evoked potentials can be classified from single-trial EEG

scientific article published on 16 April 2020

Physiological Noise Removal from fNIRS Signals

scientific article published on 7 September 2013

Post-movement beta synchronization after kinesthetic illusion, active and passive movements

scientific article published on 14 August 2006

Proposing a standardized protocol for raw biosignal transmission.

scientific article

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

scientific article published in January 2012

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

scientific article published on April 2015

Reduction of EEG artifacts in simultaneous EEG-fMRI: Reference layer adaptive filtering (RLAF).

scientific article published in August 2015

Relationship between electrical brain responses to motor imagery and motor impairment in stroke

scientific article published on 14 August 2012

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

scientific article published in September 2005

Review of the BCI Competition IV.

scientific article

Robot Assisted Walking Affects the Synchrony Between Premotor and Somatosensory Areas

scientific article published on 07 September 2013

SCoT: a Python toolbox for EEG source connectivity

scientific article

Self-initiation of EEG-based brain-computer communication using the heart rate response

scientific article published on 28 November 2007

Self-paced (asynchronous) BCI control of a wheelchair in virtual environments: a case study with a tetraplegic

scientific article

Self-paced operation of an SSVEP-Based orthosis with and without an imagery-based "brain switch:" a feasibility study towards a hybrid BCI.

scientific article

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

scientific article published on 11 August 2014

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

scientific article

Short-lived brain state after cued motor imagery in naive subjects

scientific article published in October 2008

Sigviewer and Signalserver - Open Source Software Projects for Biosignal Analysis.

scientific article published on 7 September 2013

Single Trial Motor Imagery Classification in EEG Measured During FMRI Image Acquisition - A First Glance

scientific article

Single-trial connectivity estimation for classification of motor imagery data.

scientific article

Somatosensory evoked potentials elicited by stimulating two fingers from one hand--usable for BCI?

scientific article published in January 2011

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

scientific article published on 7 September 2013

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

scientific article

Steady-state somatosensory evoked potentials: suitable brain signals for brain-computer interfaces?

scientific article published in March 2006

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

scientific article published on 25 October 2005

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

scientific article published on January 18, 2012

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

scientific article published on 18 April 2005

Temporal coding of brain patterns for direct limb control in humans

scientific article

The Role of Transient Target Stimuli in a Steady-State Somatosensory Evoked Potential-Based Brain-Computer Interface Setup.

scientific article

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

scientific article published on 13 September 2013

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

scientific article published on January 2012

The hybrid Brain-Computer Interface: a bridge to assistive technology?

scientific article published on 7 September 2013

The interplay of prefrontal and sensorimotor cortices during inhibitory control of learned motor behavior.

scientific article published on 25 July 2012

Think2grasp - BCI-Controlled Neuroprosthesis for the Upper Extremity

scientific article published on 7 September 2013

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

scientific article published on 9 January 2015

TiD - Introducing and Benchmarking an Event-Delivery System for Brain-Computer Interfaces

scientific article published on 18 July 2017

Time-Domain Correlations of Imagined Arm Positions with Brain Sources

scientific article published on 7 September 2013

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

scientific article published on 24 November 2011

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

scientific article

Toward smarter BCIs: extending BCIs through hybridization and intelligent control

scientific article

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

scientific article published in Scientific Reports

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

scientific article published on 29 July 2015

Using a noninvasive decoding method to classify rhythmic movement imaginations of the arm in two planes.

scientific article published on 4 December 2014

Using machine learning to reveal the population vector from EEG signals

scientific article published on 10 March 2020

Watching object related movements modulates mirror-like activity in parietal brain regions

scientific article published on 26 March 2013

What does clean EEG look like?

scientific article published in January 2012

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

scientific article

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

scientific article published in August 2014

[Semiautomatic procedure for the investigation of synchronized activity of EEG and heart rate--examination of preterm births]

scientific article published on 01 January 2005

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