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

PubWeight™: 0.92‹?›

🔗 View Article (PMC 3422070)

Published in J Neurosci Methods on February 11, 2010

Authors

Clemens Brunner1, Brendan Z Allison, Dean J Krusienski, Vera Kaiser, Gernot R Müller-Putz, Gert Pfurtscheller, Christa Neuper

Author Affiliations

1: Institute for Knowledge Discovery, BCI Lab, Graz University of Technology, Graz, Austria. clemens.brunner@tugraz.at

Articles cited by this

Brain-computer interfaces for communication and control. Clin Neurophysiol (2002) 14.65

Event-related EEG/MEG synchronization and desynchronization: basic principles. Clin Neurophysiol (1999) 12.44

Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials. Electroencephalogr Clin Neurophysiol (1988) 7.84

A spelling device for the paralysed. Nature (1999) 5.13

On the utility of P3 amplitude as a measure of processing capacity. Psychophysiology (2001) 4.01

Noninvasive brain-actuated control of a mobile robot by human EEG. IEEE Trans Biomed Eng (2004) 2.16

Sustained division of the attentional spotlight. Nature (2003) 2.14

Brain-computer interfaces and communication in paralysis: extinction of goal directed thinking in completely paralysed patients? Clin Neurophysiol (2008) 2.00

Imagery of motor actions: differential effects of kinesthetic and visual-motor mode of imagery in single-trial EEG. Brain Res Cogn Brain Res (2005) 1.96

Performance of concurrent tasks: a psychophysiological analysis of the reciprocity of information-processing resources. Science (1983) 1.75

Steady-state visual evoked potential (SSVEP)-based communication: impact of harmonic frequency components. J Neural Eng (2005) 1.59

Brain-computer interfaces based on the steady-state visual-evoked response. IEEE Trans Rehabil Eng (2000) 1.51

Towards an independent brain-computer interface using steady state visual evoked potentials. Clin Neurophysiol (2008) 1.47

Visualization of significant ERD/ERS patterns in multichannel EEG and ECoG data. Clin Neurophysiol (2002) 1.44

Brain-computer interface systems: progress and prospects. Expert Rev Med Devices (2007) 1.43

A comprehensive survey of brain interface technology designs. Ann Biomed Eng (2006) 1.40

Patterns of cortical activation during planning of voluntary movement. Electroencephalogr Clin Neurophysiol (1989) 1.38

Toward a hybrid brain-computer interface based on imagined movement and visual attention. J Neural Eng (2010) 1.36

Self-paced operation of an SSVEP-Based orthosis with and without an imagery-based "brain switch:" a feasibility study towards a hybrid BCI. IEEE Trans Neural Syst Rehabil Eng (2010) 1.34

Discrimination between phase-locked and non-phase-locked event-related EEG activity. Electroencephalogr Clin Neurophysiol (1995) 1.32

A binary spelling interface with random errors. IEEE Trans Rehabil Eng (2000) 1.26

Automatic and controlled processing revisited. Psychol Rev (1984) 1.17

Steady-state somatosensory evoked potentials: suitable brain signals for brain-computer interfaces? IEEE Trans Neural Syst Rehabil Eng (2006) 1.16

Could the beta rebound in the EEG be suitable to realize a "brain switch"? Clin Neurophysiol (2008) 1.09

Resource reciprocity: an event-related brain potentials analysis. Acta Psychol (Amst) (1989) 1.03

EEG-based brain computer interface (BCI). Search for optimal electrode positions and frequency components. Med Prog Technol (1996) 0.92

Graz brain-computer interface II: towards communication between humans and computers based on online classification of three different EEG patterns. Med Biol Eng Comput (1996) 0.91

Classification of movement-related EEG in a memorized delay task experiment. Clin Neurophysiol (2000) 0.90

A mu-rhythm matched filter for continuous control of a brain-computer interface. IEEE Trans Biomed Eng (2007) 0.90

Self-initiation of EEG-based brain-computer communication using the heart rate response. J Neural Eng (2007) 0.90

Using frequency tagging to quantify attentional deployment in a visual divided attention task. Int J Psychophysiol (2009) 0.87

Harmonic coupling of steady-state visual evoked potentials. Conf Proc IEEE Eng Med Biol Soc (2008) 0.85

Neural correlates of performance trade-offs and dual-task interference in bimanual coordination: an ERP investigation. Neurosci Lett (2006) 0.83

Comparison of DFT and lock-in amplifier features and search for optimal electrode positions in SSVEP-based BCI. J Neurosci Methods (2007) 0.82

The dynamics of P300 during dual-task performance. Prog Brain Res (1980) 0.82

The behavioural and electrophysiological effects of visual task difficulty and bimanual coordination mode during dual-task performance. Exp Brain Res (2009) 0.76

Articles by these authors

Brain-computer interfaces for communication and control. Clin Neurophysiol (2002) 14.65

A P300 event-related potential brain-computer interface (BCI): the effects of matrix size and inter stimulus interval on performance. Biol Psychol (2006) 2.72

The Wadsworth BCI Research and Development Program: at home with BCI. IEEE Trans Neural Syst Rehabil Eng (2006) 2.06

The BCI competition. III: Validating alternative approaches to actual BCI problems. IEEE Trans Neural Syst Rehabil Eng (2006) 2.04

A ligation-independent cloning technique for high-throughput assembly of transcription activator–like effector genes. Nat Biotechnol (2013) 1.98

Imagery of motor actions: differential effects of kinesthetic and visual-motor mode of imagery in single-trial EEG. Brain Res Cogn Brain Res (2005) 1.96

The BCI Competition 2003: progress and perspectives in detection and discrimination of EEG single trials. IEEE Trans Biomed Eng (2004) 1.95

The hybrid BCI. Front Neurosci (2010) 1.79

ERD/ERS patterns reflecting sensorimotor activation and deactivation. Prog Brain Res (2006) 1.74

Motor imagery and action observation: modulation of sensorimotor brain rhythms during mental control of a brain-computer interface. Clin Neurophysiol (2009) 1.71

Emulation of computer mouse control with a noninvasive brain-computer interface. J Neural Eng (2008) 1.70

EEG-based neuroprosthesis control: a step towards clinical practice. Neurosci Lett (2005) 1.68

Steady-state visual evoked potential (SSVEP)-based communication: impact of harmonic frequency components. J Neural Eng (2005) 1.59

Individual differences in mathematical competence predict parietal brain activation during mental calculation. Neuroimage (2007) 1.52

Conversion of EEG activity into cursor movement by a brain-computer interface (BCI). IEEE Trans Neural Syst Rehabil Eng (2004) 1.52

Self-paced (asynchronous) BCI control of a wheelchair in virtual environments: a case study with a tetraplegic. Comput Intell Neurosci (2007) 1.49

Control of an electrical prosthesis with an SSVEP-based BCI. IEEE Trans Biomed Eng (2008) 1.45

To retrieve or to calculate? Left angular gyrus mediates the retrieval of arithmetic facts during problem solving. Neuropsychologia (2008) 1.44

Toward self-paced brain-computer communication: navigation through virtual worlds. IEEE Trans Biomed Eng (2008) 1.44

The creative brain: investigation of brain activity during creative problem solving by means of EEG and FMRI. Hum Brain Mapp (2009) 1.44

Control beliefs can predict the ability to up-regulate sensorimotor rhythm during neurofeedback training. Front Hum Neurosci (2013) 1.40

An asynchronously controlled EEG-based virtual keyboard: improvement of the spelling rate. IEEE Trans Biomed Eng (2004) 1.38

Level of participation in robotic-assisted treadmill walking modulates midline sensorimotor EEG rhythms in able-bodied subjects. Neuroimage (2012) 1.35

Self-paced operation of an SSVEP-Based orthosis with and without an imagery-based "brain switch:" a feasibility study towards a hybrid BCI. IEEE Trans Neural Syst Rehabil Eng (2010) 1.34

Walking from thought. Brain Res (2006) 1.33

Online control of a brain-computer interface using phase synchronization. IEEE Trans Biomed Eng (2006) 1.30

An adaptive P300-based control system. J Neural Eng (2011) 1.29

An SSVEP BCI to control a hand orthosis for persons with tetraplegia. IEEE Trans Neural Syst Rehabil Eng (2010) 1.27

Brain-computer interfaces in medicine. Mayo Clin Proc (2012) 1.26

BCI Meeting 2005--workshop on BCI signal processing: feature extraction and translation. IEEE Trans Neural Syst Rehabil Eng (2006) 1.26

Intelligence and neural efficiency: further evidence of the influence of task content and sex on the brain-IQ relationship. Brain Res Cogn Brain Res (2005) 1.22

Characterization of four-class motor imagery EEG data for the BCI-competition 2005. J Neural Eng (2005) 1.22

Continuous EEG classification during motor imagery--simulation of an asynchronous BCI. IEEE Trans Neural Syst Rehabil Eng (2004) 1.16

Steady-state somatosensory evoked potentials: suitable brain signals for brain-computer interfaces? IEEE Trans Neural Syst Rehabil Eng (2006) 1.16

Brain-computer interface signal processing at the Wadsworth Center: mu and sensorimotor beta rhythms. Prog Brain Res (2006) 1.16

Toward a direct brain interface based on human subdural recordings and wavelet-packet analysis. IEEE Trans Biomed Eng (2004) 1.16

A new P300 stimulus presentation pattern for EEG-based spelling systems. Biomed Tech (Berl) (2010) 1.15

Brain-computer communication: motivation, aim, and impact of exploring a virtual apartment. IEEE Trans Neural Syst Rehabil Eng (2007) 1.13

Event-related beta EEG-changes during passive and attempted foot movements in paraplegic patients. Brain Res (2006) 1.13

Motor imagery and EEG-based control of spelling devices and neuroprostheses. Prog Brain Res (2006) 1.12

Brain motor system function in a patient with complete spinal cord injury following extensive brain-computer interface training. Exp Brain Res (2008) 1.11

P300 brain computer interface: current challenges and emerging trends. Front Neuroeng (2012) 1.10

Quantification and visualization of event-related changes in oscillatory brain activity in the time-frequency domain. Prog Brain Res (2006) 1.09

How Many People Could Use an SSVEP BCI? Front Neurosci (2012) 1.07

Focal frontal (de)oxyhemoglobin responses during simple arithmetic. Int J Psychophysiol (2010) 1.06

Optimized stimulus presentation patterns for an event-related potential EEG-based brain-computer interface. Med Biol Eng Comput (2010) 1.05

Future prospects of ERD/ERS in the context of brain-computer interface (BCI) developments. Prog Brain Res (2006) 1.05

Development, set-up and first results for a one-channel near-infrared spectroscopy system. Biomed Tech (Berl) (2008) 1.04

Comparison of dry and gel based electrodes for p300 brain-computer interfaces. Front Neurosci (2012) 1.02

Fast set-up asynchronous brain-switch based on detection of foot motor imagery in 1-channel EEG. Med Biol Eng Comput (2010) 1.00

Tools for Brain-Computer Interaction: A General Concept for a Hybrid BCI. Front Neuroinform (2011) 1.00

Relationship between electrical brain responses to motor imagery and motor impairment in stroke. Stroke (2012) 1.00

Combined motor imagery and SSVEP based BCI control of a 2 DoF artificial upper limb. Med Biol Eng Comput (2011) 0.98

Review of the BCI Competition IV. Front Neurosci (2012) 0.98

Laser-induced evoked potentials in the brain after nonperceptible optical stimulation at the neiguan acupoint: a preliminary report. Evid Based Complement Alternat Med (2012) 0.98

Cortical effects of user training in a motor imagery based brain-computer interface measured by fNIRS and EEG. Neuroimage (2013) 0.97

Learning to modulate one's own brain activity: the effect of spontaneous mental strategies. Front Hum Neurosci (2013) 0.96

Overt foot movement detection in one single Laplacian EEG derivation. J Neurosci Methods (2008) 0.95

A scanning protocol for a sensorimotor rhythm-based brain-computer interface. Biol Psychol (2008) 0.95

Autocalibration and recurrent adaptation: towards a plug and play online ERD-BCI. IEEE Trans Neural Syst Rehabil Eng (2012) 0.94

Brain-computer interfaces for control of neuroprostheses: from synchronous to asynchronous mode of operation. Biomed Tech (Berl) (2006) 0.94

Whatever works: a systematic user-centered training protocol to optimize brain-computer interfacing individually. PLoS One (2013) 0.94

BCI Meeting 2005--workshop on signals and recording methods. IEEE Trans Neural Syst Rehabil Eng (2006) 0.94

Decoding of velocities and positions of 3D arm movement from EEG. Conf Proc IEEE Eng Med Biol Soc (2012) 0.93

Semantic memory retrieval: cortical couplings in object recognition in the N400 window. Eur J Neurosci (2005) 0.93

A combined brain-computer interface based on P300 potentials and motion-onset visual evoked potentials. J Neurosci Methods (2012) 0.92

Physiological regulation of thinking: brain-computer interface (BCI) research. Prog Brain Res (2006) 0.92

A hybrid ERD/SSVEP BCI for continuous simultaneous two dimensional cursor control. J Neurosci Methods (2012) 0.92

Direct classification of all American English phonemes using signals from functional speech motor cortex. J Neural Eng (2014) 0.92

Hybrid brain-computer interfaces and hybrid neuroprostheses for restoration of upper limb functions in individuals with high-level spinal cord injury. Artif Intell Med (2013) 0.91

The auditory P300-based single-switch brain-computer interface: paradigm transition from healthy subjects to minimally conscious patients. Artif Intell Med (2013) 0.91

First Steps Toward a Motor Imagery Based Stroke BCI: New Strategy to Set up a Classifier. Front Neurosci (2011) 0.91

Cue-induced beta rebound during withholding of overt and covert foot movement. Clin Neurophysiol (2012) 0.91

An ERP-based BCI using an oddball paradigm with different faces and reduced errors in critical functions. Int J Neural Syst (2014) 0.90

Long-term evaluation of a 4-class imagery-based brain-computer interface. Clin Neurophysiol (2013) 0.90

Detection of movement-related desynchronization patterns in ongoing single-channel electrocorticogram. IEEE Trans Neural Syst Rehabil Eng (2003) 0.90

The effect of distinct mental strategies on classification performance for brain-computer interfaces. Int J Psychophysiol (2012) 0.90

The self-paced graz brain-computer interface: methods and applications. Comput Intell Neurosci (2007) 0.89

White matter hyperintensities alter functional organization of the motor system. Neurobiol Aging (2010) 0.88