• 1523 Citations
  • 18 h-Index
20072019
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Research Output 2007 2019

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

Predicting what you remember from brain activity: EEG-based decoding of long-term memory formation

Kang, T., Chen, Y., Fazli, S. & Wallraven, C., Jan 1 2018, Symbiotic Interaction - 6th International Workshop, Symbiotic 2017, Revised Selected Papers. Blankertz, B., Spagnolli, A., Gamberini, L., Jacucci, G. & Ham, J. (eds.). Springer Verlag, p. 63-73 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10727 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Memory Term
Electroencephalography
Decoding
Brain
Data storage equipment
2017
7 Citations (Scopus)

OpenBMI: A real-time data analysis toolbox for Brain-Machine Interfaces

Lee, M. H., Kim, K. T., Kee, Y. J., Jeong, J. H., Kim, S. M., Fazli, S. & Lee, S. W., Feb 6 2017, 2016 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1884-1887 4 p. 7844513. (2016 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016 - Conference Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bioelectric potentials
Brain
Data analysis
Event-related Potentials
Real-time
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
12 Citations (Scopus)

Development of an open source platform for brain-machine interface: OpenBMI

Lee, M. H., Fazli, S., Kim, K. T. & Lee, S. W., Apr 20 2016, 4th International Winter Conference on Brain-Computer Interface, BCI 2016. Institute of Electrical and Electronics Engineers Inc., 7457440. (4th International Winter Conference on Brain-Computer Interface, BCI 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brain
Bioelectric potentials
Signal processing
Feedback
Communication
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
3 Citations (Scopus)

How visual attention affects choice outcomes: An eyetracking study

Chen, Y., Caputo, V., Nayga, R. M., Scarpa, R. & Fazli, S., Mar 30 2015, 3rd International Winter Conference on Brain-Computer Interface, BCI 2015. Institute of Electrical and Electronics Engineers Inc., 7073055. (3rd International Winter Conference on Brain-Computer Interface, BCI 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Economics
Eye movements
Eye Movements
Technology
Experiments
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
10 Citations (Scopus)

Hybrid brain-computer interface based on EEG and NIRS modalities

Lee, M. H., Fazli, S., Mehnert, J. & Lee, S. W., Jan 1 2014.

Research output: Contribution to conferencePaper

Brain computer interface
Near infrared spectroscopy
Electroencephalography
brain
Synchronous motors
5 Citations (Scopus)

P300 visual speller based on random set presentation

Yeom, S. K., Fazli, S. & Lee, S. W., Jan 1 2014.

Research output: Contribution to conferencePaper

Brain computer interface
stimulus
Communication
brain
event
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

Towards an enhanced ERP speller based on the visual processing of face familiarity

Yeom, S. K., Fazli, S., Müller, K. R. & Lee, S. W., Nov 2 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 1330-1333 4 p. 6943844. (2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brain-Computer Interfaces
Brain computer interface
Enterprise resource planning
Processing
Computer Systems
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
1 Citation (Scopus)

Improving the performance of brain-computer interface using multi-modal neuroimaging

Lee, M. H., Fazli, S., Mehnert, J. & Lee, S. W., Jan 1 2013, p. 511-515. 5 p.

Research output: Contribution to conferencePaper

Neuroimaging
Brain computer interface
Electroencephalography
Near infrared spectroscopy
Synchronous motors
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
2 Citations (Scopus)

Multimodal imaging technique for rapid response brain-computer interface feedback

Yeom, S. K., Fazli, S., Mehnert, J., Blankcrtz, B., Steinbrink, J., Müller, K. R. & Lee, S. W., May 17 2013, 2013 International Winter Workshop on Brain-Computer Interface, BCI 2013. p. 92-94 3 p. 6506642. (2013 International Winter Workshop on Brain-Computer Interface, BCI 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brain computer interface
Near infrared spectroscopy
Electroencephalography
Feedback
Imaging techniques
1 Citation (Scopus)

Optimal channel selection based on statistical analysis in high dimensional NIRS data

Lee, M. H., Fazli, S. & Lee, S. W., May 17 2013, 2013 International Winter Workshop on Brain-Computer Interface, BCI 2013. p. 95-97 3 p. 6506643. (2013 International Winter Workshop on Brain-Computer Interface, BCI 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Near infrared spectroscopy
Statistical methods
Brain computer interface
Discriminant analysis
Imaging techniques

Tutorial on multimodal neuroimaging for brain-computer interfacing

Fazli, S., Müller, K. R., Lee, S. W. & Blankertz, B., May 17 2013, 2013 International Winter Workshop on Brain-Computer Interface, BCI 2013. p. 1-2 2 p. 6506605. (2013 International Winter Workshop on Brain-Computer Interface, BCI 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neuroimaging
Electroencephalography
Brain
Classifiers
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
47 Citations (Scopus)

Learning invariant representations of molecules for atomization energy prediction

Montavon, G., Hansen, K., Fazli, S., Rupp, M., Biegler, F., Ziehe, A., Tkatchenko, A., Von Lilienfeld, O. A. & Müller, K. R., Dec 1 2012, Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012, NIPS 2012. p. 440-448 9 p. (Advances in Neural Information Processing Systems; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Chemical compounds
Atomization
Invariance
Learning systems
Statistical methods
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
18 Citations (Scopus)

Using NIRS as a predictor for EEG-based BCI performance

Fazli, S., Mehnert, J., Steinbrink, J. & Blankertz, B., Dec 14 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 4911-4914 4 p. 6347095. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brain-Computer Interfaces
Brain computer interface
Near infrared spectroscopy
Near-Infrared Spectroscopy
Electroencephalography
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
3 Citations (Scopus)

1-penalized linear mixed-effects models for BCI

Fazli, S., Danóczy, M., Schelldorfer, J. & Müller, K. R., Jun 24 2011, Artificial Neural Networks and Machine Learning, ICANN 2011 - 21st International Conference on Artificial Neural Networks, Proceedings. PART 1 ed. p. 26-35 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6791 LNCS, no. PART 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Linear Mixed Effects Model
Regression Effects
Mixed Effects Model
Brain computer interface
Lasso
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
2010
178 Citations (Scopus)

The Berlin brain-computer interface: Non-medical uses of BCI technology

Blankertz, B., Tangermann, M., Vidaurre, C., Fazli, S., Sannelli, C., Haufe, S., Maeder, C., Ramsey, L., Sturm, I., Curio, G. & Müller, K. R., Dec 1 2010, In : Frontiers in Neuroscience. 4, DEC, Article 198.

Research output: Contribution to journalReview article

Open Access
Brain-Computer Interfaces
Berlin
Technology
Brain
Research
2009
31 Citations (Scopus)

Subject independent EEG-based BCI decoding

Fazli, S., Grozea, C., Danóczy, M., Popescu, F., Blankertz, B. & Müller, K. R., Dec 1 2009, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. p. 513-521 9 p. (Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electroencephalography
Decoding
Brain
Calibration
Electrodes
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
5 Citations (Scopus)

Using rest class and control paradigms for brain computer interfacing

Fazli, S., Danóczy, M., Popescu, F., Blankertz, B. & Müller, K. R., Aug 20 2009, Bio-Inspired Systems: Computational and Ambient Intelligence - 10th International Work-Conference on Artificial Neural Networks, IWANN 2009, Proceedings. PART 1 ed. p. 651-665 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5517 LNCS, no. PART 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brain computer interface
Brain
Paradigm
Class
Electroencephalography
2008
2 Citations (Scopus)

Asynchronous, adaptive BCI using movement imagination training and rest-state inference

Fazli, S., Danóczy, M., Kawanabe, M. & Popescu, F., Dec 1 2008, Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, AIA 2008. p. 85-90 6 p. (Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, AIA 2008).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Classifiers
Brain computer interface
Electroencephalography
Probability distributions
Chemical activation
10 Citations (Scopus)

The Berlin brain-computer interface

Blankertz, B., Tangermann, M., Popescu, F., Krauledat, M., Fazli, S., Dónaczy, M., Curio, G. & Müller, K. R., Jul 4 2008, Computational Intelligence: Research Frontiers - IEEE World Congress on Computational Intelligence, WCCI 2008, Plenary/Invited Lectures. p. 79-101 23 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5050 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brain computer interface
Text Entry
Functional Magnetic Resonance Imaging
Rehabilitation
Recognition Algorithm
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