• 1825 Citations
  • 18 h-Index
20072020

Research output per year

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Research Output

  • 1825 Citations
  • 18 h-Index
  • 21 Conference contribution
  • 19 Article
  • 5 Paper
  • 1 Review article
2020

Towards Paradigm-Independent Brain Computer Interfaces

Li, A., Alimanov, K., Fazli, S. & Lee, M. H., Feb 2020, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061657. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

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

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

16 Citations (Scopus)

Interdisciplinary Aspects of Cognition

Cerone, A., Fazli, S., Malone, K. & Pietarinen, A-V., 2019.

Research output: Contribution to conferencePaper

Robust detection of event-related potentials in a user-voluntary short-term imagery task

Lee, M. H., Williamson, J., Kee, Y. J., Fazli, S. & Lee, S. W., Jan 1 2019, In : PLoS One. 14, 12, e0226236.

Research output: Contribution to journalArticle

Open Access
2018

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

25 Citations (Scopus)

Decoding of human memory formation with EEG signals using convolutional networks

Kang, T., Chen, Y., Fazli, S. & Wallraven, C., Mar 9 2018, 2018 6th International Conference on Brain-Computer Interface, BCI 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. (2018 6th International Conference on Brain-Computer Interface, BCI 2018; vol. 2018-January).

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

2 Citations (Scopus)

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

2017

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

8 Citations (Scopus)
2016

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

43 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

15 Citations (Scopus)

EEG-based decoding of declarative memory formation

Kang, T., Chen, Y., Kim, D. & Fazli, S., Apr 20 2016, 4th International Winter Conference on Brain-Computer Interface, BCI 2016. Institute of Electrical and Electronics Engineers Inc., 7457460. (4th International Winter Conference on Brain-Computer Interface, BCI 2016).

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

3 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

5 Citations (Scopus)
2015

EEG-based neural decoding of Intelligence Questions

Schlattner, I., Leydecker, A., Biesmann, F., Chen, Y. & Fazli, S., Mar 30 2015, 3rd International Winter Conference on Brain-Computer Interface, BCI 2015. Institute of Electrical and Electronics Engineers Inc., 7073025. (3rd International Winter Conference on Brain-Computer Interface, BCI 2015).

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

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

3 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

54 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

43 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

46 Citations (Scopus)
2014

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
45 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

13 Citations (Scopus)

Multimodal integration of electrophysiological and hemodynamic signals

Dähne, S., Bießmann, F., Meinecke, F. C., Mehnert, J., Fazli, S. & Müller, K. R., Jan 1 2014.

Research output: Contribution to conferencePaper

1 Citation (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

7 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
22 Citations (Scopus)

Single-trials ERPs predict correct answers to intelligence test questions

Leydecker, A., Biebmann, F. & Fazli, S., Jan 1 2014, Proceedings - 2014 International Workshop on Pattern Recognition in Neuroimaging, PRNI 2014. IEEE Computer Society, 6858528. (Proceedings - 2014 International Workshop on Pattern Recognition in Neuroimaging, PRNI 2014).

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

2 Citations (Scopus)

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

2013

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

262 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
11 Citations (Scopus)

Decoding cognitive brain states

Porbadnigk, A. K., Treder, M. S., Fazli, S., Tangermann, M., Vidaurre, C., Haufe, S., Curio, G., Blankertz, B. & Müller, K. R., May 17 2013, 2013 International Winter Workshop on Brain-Computer Interface, BCI 2013. p. 16-18 3 p. 6506613. (2013 International Winter Workshop on Brain-Computer Interface, BCI 2013).

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

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

1 Citation (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

24 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

2 Citations (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

1 Citation (Scopus)

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

2012

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
327 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

56 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

76 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

18 Citations (Scopus)
2011

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

138 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

3 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

35 Citations (Scopus)
2010

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
191 Citations (Scopus)
2009

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

34 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

143 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

5 Citations (Scopus)
2008

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

2 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

10 Citations (Scopus)
2007

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
132 Citations (Scopus)