• 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
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Conference contribution
2018

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
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
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
2014

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
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
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
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
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
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
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