• 1523 Citations
  • 18 h-Index
20072019
If you made any changes in Pure these will be visible here soon.

Research Output 2007 2019

  • 1523 Citations
  • 18 h-Index
  • 18 Article
  • 15 Conference contribution
  • 3 Paper
  • 1 Review article
Filter
Article
2019

EEG Dataset and OpenBMI Toolbox for Three BCI Paradigms: An Investigation into BCI Illiteracy

Lee, M-H., Kwon, O-Y., Kim, Y-J., Kim, H-K., Lee, Y-E., Williamson, J., Fazli, S. & Lee, S-W., Jan 30 2019, In : GigaScience.

Research output: Contribution to journalArticle

Brain-Computer Interfaces
Brain computer interface
Electroencephalography
Bioelectric potentials
Evoked Potentials
2018
6 Citations (Scopus)

A High Performance Spelling System based on EEG-EOG Signals with Visual Feedback

Lee, M. H., Williamson, J., Won, D. O., Fazli, S. & Lee, S. W., 2018, In : IEEE Transactions on Neural Systems and Rehabilitation Engineering. 26, 7, p. 1443-1459 17 p.

Research output: Contribution to journalArticle

Electrooculography
Sensory Feedback
Electroencephalography
Feedback
Evoked Potentials
2016
22 Citations (Scopus)

A High-Security EEG-Based Login System with RSVP Stimuli and Dry Electrodes

Chen, Y., Atnafu, A. D., Schlattner, I., Weldtsadik, W. T., Roh, M. C., Kim, H. J., Lee, S. W., Blankertz, B. & Fazli, S., Dec 1 2016, In : IEEE Transactions on Information Forensics and Security. 11, 12, p. 2635-2647 13 p., 7486116.

Research output: Contribution to journalArticle

Electroencephalography
Electrodes
Authentication
5 Citations (Scopus)

Selective temporal filtering and its application to hand gesture recognition

Roh, M. C., Fazli, S. & Lee, S. W., Sep 1 2016, In : Applied Intelligence. 45, 2, p. 255-264 10 p.

Research output: Contribution to journalArticle

Gesture recognition
Testing
Hidden Markov models
Classifiers
2015
48 Citations (Scopus)

Learning from more than one data source: Data fusion techniques for sensorimotor rhythm-based brain - Computer interfaces

Fazli, S., Dähne, S., Samek, W., Bießmann, F. & Müller, K. R., Jun 1 2015, In : Proceedings of the IEEE. 103, 6, p. 891-906 16 p., 7110317.

Research output: Contribution to journalArticle

Brain computer interface
Data fusion
Signal to noise ratio
Chemical activation
Calibration
40 Citations (Scopus)

Multivariate Machine Learning Methods for Fusing Multimodal Functional Neuroimaging Data

Dahne, S., Bieszmann, F., Samek, W., Haufe, S., Goltz, D., Gundlach, C., Villringer, A., Fazli, S. & Muller, K. R., Sep 1 2015, In : Proceedings of the IEEE. 103, 9, p. 1507-1530 24 p., 7182735.

Research output: Contribution to journalArticle

Functional neuroimaging
Learning systems
Neuroimaging
Data fusion
Electric fuses
22 Citations (Scopus)

Subject-dependent classification for robust idle state detection using multi-modal neuroimaging and data-fusion techniques in BCI

Lee, M. H., Fazli, S., Mehnert, J. & Lee, S. W., Aug 1 2015, In : Pattern Recognition. 48, 8, p. 2725-2737 13 p., 5378.

Research output: Contribution to journalArticle

Neuroimaging
Brain computer interface
Data fusion
Near infrared spectroscopy
Hemodynamics
2014
22 Citations (Scopus)

An efficient ERP-based brain-computer interface using random set presentation and face familiarity

Yeom, S. K., Fazli, S., Ller, K. R. M. & Lee, S. W., Nov 10 2014, In : PLoS One. 9, 11, e111157.

Research output: Contribution to journalArticle

Open Access
Brain-Computer Interfaces
Brain computer interface
Evoked Potentials
brain
animal communication
19 Citations (Scopus)

Predicting BCI subject performance using probabilistic spatio-temporal filters

Suk, H. I., Fazli, S., Mehnert, J., Müller, K. R. & Lee, S. W., Feb 14 2014, In : PLoS One. 9, 2, e87056.

Research output: Contribution to journalArticle

Open Access
Brain
brain
Aptitude
Electroencephalography
Linear Models
2013
217 Citations (Scopus)

Assessment and validation of machine learning methods for predicting molecular atomization energies

Hansen, K., Montavon, G., Biegler, F., Fazli, S., Rupp, M., Scheffler, M., Von Lilienfeld, O. A., Tkatchenko, A. & Müller, K. R., Aug 13 2013, In : Journal of Chemical Theory and Computation. 9, 8, p. 3404-3419 16 p.

Research output: Contribution to journalArticle

machine learning
atomizing
Atomization
Learning systems
Molecules
8 Citations (Scopus)

Brain computer interfacing: A multi-modal perspective

Fazli, S. & Lee, S. W., Jan 1 2013, In : Journal of Computing Science and Engineering. 7, 2, p. 132-138 7 p.

Research output: Contribution to journalArticle

Open Access
Brain computer interface
Brain
Neuroimaging
Near infrared spectroscopy
Electroencephalography
20 Citations (Scopus)

Integration of multivariate data streams with bandpower signals

Dähne, S., Biesßmann, F., Meinecke, F. C., Mehnert, J., Fazli, S. & Müller, K. R., Aug 2 2013, In : IEEE Transactions on Multimedia. 15, 5, p. 1001-1013 13 p., 6472075.

Research output: Contribution to journalArticle

Electroencephalography
Hemodynamics
Availability
Imaging techniques
2012
285 Citations (Scopus)

Enhanced performance by a hybrid NIRS-EEG brain computer interface

Fazli, S., Mehnert, J., Steinbrink, J., Curio, G., Villringer, A., Müller, K. R. & Blankertz, B., Jan 2 2012, In : NeuroImage. 59, 1, p. 519-529 11 p.

Research output: Contribution to journalArticle

Open Access
Brain-Computer Interfaces
Near-Infrared Spectroscopy
Electroencephalography
Imagery (Psychotherapy)
Multimodal Imaging
69 Citations (Scopus)

On the feasibility of using motor imagery EEG-based brain-computer interface in chronic tetraplegics for assistive robotic arm control: A clinical test and long-term post-trial follow-up

Onose, G., Grozea, C., Anghelescu, A., Daia, C., Sinescu, C. J., Ciurea, A. V., Spircu, T., Mirea, A., Andone, I., Spânu, A., Popescu, C., Mihǎescu, A. S., Fazli, S., Danóczy, M. & Popescu, F., Aug 1 2012, In : Spinal Cord. 50, 8, p. 599-608 10 p.

Research output: Contribution to journalArticle

Brain-Computer Interfaces
Imagery (Psychotherapy)
Robotics
Electroencephalography
Imagination
2011
123 Citations (Scopus)

Bristle-sensors - Low-cost flexible passive dry EEG electrodes for neurofeedback and BCI applications

Grozea, C., Voinescu, C. D. & Fazli, S., Apr 1 2011, In : Journal of Neural Engineering. 8, 2, 025008.

Research output: Contribution to journalArticle

Neurofeedback
Electroencephalography
Electrodes
Costs and Cost Analysis
Bioelectric potentials
31 Citations (Scopus)

ℓ1-penalized linear mixed-effects models for high dimensional data with application to BCI

Fazli, S., Danóczy, M., Schelldorfer, J. & Müller, K. R., Jun 15 2011, In : NeuroImage. 56, 4, p. 2100-2108 9 p.

Research output: Contribution to journalArticle

Brain-Computer Interfaces
Statistical Models
Individuality
Linear Models
Population
2009
129 Citations (Scopus)

Subject-independent mental state classification in single trials

Fazli, S., Popescu, F., Danóczy, M., Blankertz, B., Müller, K. R. & Grozea, C., Nov 1 2009, In : Neural Networks. 22, 9, p. 1305-1312 8 p.

Research output: Contribution to journalArticle

Brain
Classifiers
Calibration
Imagination
Electroencephalography
2007
122 Citations (Scopus)

Single trial classification of motor imagination using 6 dry EEG electrodes

Popescu, F., Fazli, S., Badower, Y., Blankertz, B. & Müller, K. R., Jul 25 2007, In : PLoS One. 2, 7, e637.

Research output: Contribution to journalArticle

Open Access
Brain-Computer Interfaces
Imagination
electroencephalography
Brain computer interface
Electroencephalography