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Alois Schlögl

Priv.-Doz. Dipl.-Ing. Dr.techn.

19952011
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Research Output 1995 2011

2011

BioSig: The Free and Open Source Software Library for Biomedical Signal Processing

Schlögl, A., Vidaurre, C. & Sander, T. H., 2011, In : Computational intelligence and neuroscience. p. 1-12

Research output: Contribution to journalArticleResearchpeer-review

2010

Adaptive Methods in BCI Research - An Introductory Tutorial

Schlögl, A., Vidaurre, C. & Müller, K-R., 2010, Brain Computer Interfaces - Revolutionizing Human-Computer Interfaces. 1 ed. Springer, p. 331-355

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Directed coupling in local field potentials of Macaque V4 during visual short-term memory revealed by multivariate autoregressive models

Hörzer, G. M., Liebe, S., Schlögl, A., Logothetis, N. & Rainer, G., 2010, In : Frontiers in Computational Neuroscience . p. 1-13

Research output: Contribution to journalArticleResearchpeer-review

Recent advances in modeling and analysis of bioelectric and biomagnetic sources

Sander, T. H., Knösche, T. R., Schlögl, A., Kohl, F., Wolters, C. H., Haueisen, J. & Trahms, L., 2010, In : Biomedical Engineering / Biomedizinische Technik. 55, 2, p. 65-76

Research output: Contribution to journalArticleResearchpeer-review

2009

An overview on data formats for biomedical signals

Schlögl, A., 2009, Image Processing, Biosignal Processing, Modelling and Simulation, Biomechanics. Dössel, O. & Schlegel, W. C. (eds.). Heidelberg: Springer, Vol. 25/IV. p. 1557-1560 (IFMBE Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
File

Automated ocular artifact removal: comparing regression and component-based methods

Schlögl, A., Ziehe, A. & Müller, K-R., 2009, In : Nature Precedings.

Research output: Contribution to journalArticleResearch

Freie und Quelloffene Software

Schlögl, A., 2009

Research output: Non-print formWebsite / Web publicationResearch

Time Domain Parameters as a feature for EEG-Based Brain Computer Interfaces

Vidaurre, C., Krämer, N., Blankertz, B. & Schlögl, A., 2009, In : Neural networks. 22, p. 1313-1319

Research output: Contribution to journalArticleResearchpeer-review

2008

BioSig: A Free and Open Source Software Library for BCI Research

Schlögl, A. & Brunner, C., 2008, In : Computer. 41, 10, p. 44-50

Research output: Contribution to journalArticleResearchpeer-review

BIOSIG - Standardization and quality control in biomedical signal processing using the BioSig project.

Schlögl, A., Vidaurre, C., Hofer, E., Wiener, T., Brunner, C., Scherer, R. & Chiarugi, F., 2008, BIOSTEC - The International Joint Conference on Biomedical Engineering Systems and Technologies. ., p. 403-409

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Comparison of Evaluation Metrics in Classification Applications with Imbalanced Datasets

Fatourechi, M., Ward, R. K., Mason, S. G., Huggins, J., Schlögl, A. & Birch, G. E., 2008, (Accepted/In press) International Conference on Machine Learning and Applications. Wani, M. A. (ed.). .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Robustly Estimating the Flow Direction of Information in Complex Physical Systems

Nolte, G., Ziehe, A., Niculin, V., Schlögl, A., Krämer, N., Brismar, T. & Müller, K-R., 2008, In : Physical Review Letters. 100, 23410, p. 234101-1-234101-4

Research output: Contribution to journalArticleResearchpeer-review

SigViewer - an open source viewing and scoring program for biomedical signals

Brunner, C., Schlögl, A. & Pfurtscheller, G., 2008, Proceedings of the 4th International Brain-Computer Interface Workshop and Training Course. Graz: Verlag der Technischen Universität Graz, p. 396-400

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

The Multivariate Autoregressive (MVAR) Model with Application to Electroencephalogram and other Biosignals

Schlögl, A., 2008, Biosignalverarbeitung - Innovationen bei der Erfasssung und Analyse bioelektrischer und biomagnetischer Signale. Potsdam: ., p. 29-31

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Towards Self-Paced Brain-Computer Communication: Navigation through Virtual Worlds

Scherer, R., Lee, F. Y-T., Schlögl, A., Leeb, R., Bischof, H. & Pfurtscheller, G., 2008, In : IEEE transactions on biomedical engineering. 55, 2, p. 675-682

Research output: Contribution to journalArticleResearchpeer-review

2007

Adaptation in Brain-Computer Interfaces

Millán, J. D. R., Buttfield, A., Vidaurre, C., Krauledat, M., Schlögl, A., Shenoy, P., Blankertz, B., Rao, R. P. N., Pfurtscheller, G. & Müller, K-R., 2007, Toward Brain-Computer Interfacing. 1 ed. Cambridge, Massachusetts and London, England: MIT Press, p. 303-325 (Neural information processing series).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

A fully automated correction method of EOG artifacts in EEG recordings

Schlögl, A., Keinrath, C., Zimmermann, D., Scherer, R., Leeb, R. & Pfurtscheller, G., 2007, In : Clinical neurophysiology. 118, 1, p. 98-104

Research output: Contribution to journalArticleResearchpeer-review

BioSig - an open source software library for BCI research

Schlögl, A., Brunner, C., Scherer, R. & Glatz, A., 2007, Toward brain-computer interfacing. 1 ed. Cambridge, MA,: MIT Press, p. 347-358 (Neural information processing series).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Directed Cortical Information Flow during Human Object Recognition: Analyzing Induced EEG Gamma-Band Responses in Brain’s Source Space

Supp, G., Schlögl, A., Trujillo-Barreto, N., Müller, M. M. & Gruber, T., 2007, In : PLoS ONE. 2, 8, p. e684-e684

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

EEG-based interaction with virtual worlds:A self-paced three class Brain-Computer Interface

Scherer, R., Lee, F. Y-T., Schlögl, A., Leeb, R., Bischof, H. & Pfurtscheller, G., 12 Jun 2007.

Research output: Contribution to conference(Old data) Lecture or PresentationResearch

EEG-based interaction with virtual worlds: A self-paced three class Brain-Computer Interface

Scherer, R., Lee, F. Y-T., Schlögl, A., Leeb, R., Bischof, H. & Pfurtscheller, G., 2007, Workshop of the International Conference on Advances in Computer Entertainment Technology ACE 2007 BrainPlay’07: Playing with Your Brain, Brain-Computer Interfaces and Games. ., p. 45-48

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Epileptic Seizure Prediction and the Open Source Software BioSig

Schlögl, A., 2007, Third International Workshop on Seizure Prediction in Epilepsy. ., p. 27-27

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Evaluation criteria in BCI research

Schlögl, A., Kronegg, J., Huggins, J. E. & Mason, S. G., 2007, Toward Brain-Computer Interfacing. 1 ed. Cambridge, Mass. [u.a.]: MIT Press, p. 327-342 (Neural information processing series).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Graz-Brain-Computer Interface: State of Research

Pfurtscheller, G., Müller-Putz, G., Schlögl, A., Graimann, B., Scherer, R., Leeb, R., Brunner, C., Keinrath, C., Townsend, G., Vidaurre, C., Naeem, M., Lee, F. Y-T., Wriessnegger, S., Zimmermann, D., Höfler, E. & Neuper, C., 2007, Toward brain-computer interfacing. 1 ed. Cambridge, MA, USA: MIT Press, p. 65-84

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Study of discriminant analysis applied to motor imagery bipolar data.

Vidaurre, C., Schlögl, A., Scherer, R., Cabeza, R. & Pfurtscheller, G., 2007, In : Medical & biological engineering & computing. 45, 1, p. 61-68

Research output: Contribution to journalArticleResearchpeer-review

Study of on-line adaptive discriminant analysis for EEG-based brain computer interfaces

Vidaurre, C., Schlögl, A., Cabeza, R., Scherer, R. & Pfurtscheller, G., 2007, In : IEEE transactions on biomedical engineering. 54, p. 550-556

Research output: Contribution to journalArticleResearchpeer-review

Two-Way Converter between the HL7 aECG and SCP-ECG Data Formats Using BioSig

Schlögl, A., Chiarugi, F., Cervesato, E., Apostolopoulos, E. & Chronaki, C., 2007, Computers in Cardiology Conference. ., p. 253-256

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2006

15 years of BCI research at Graz University of Technology: current projects

Pfurtscheller, G., Müller-Putz, G., Schlögl, A., Graimann, B., Scherer, R., Leeb, R., Brunner, C., Keinrath, C., Lee, F. Y-T., Townsend, G., Vidaurre, C. & Neuper, C., 2006, In : IEEE transactions on neural systems and rehabilitation engineering. 14, p. 205-210

Research output: Contribution to journalArticleResearchpeer-review

A fully on-line adaptive BCI

Vidaurre, C., Schlögl, A., Cabeza, R., Scherer, R. & Pfurtscheller, G., 2006, In : IEEE transactions on biomedical engineering. 53, 6, p. 1214-1219

Research output: Contribution to journalArticleResearchpeer-review

Analyzing event-related EEG data with multivariate autoregressive parameters.

Schlögl, A. & Supp, G., 2006, Event-related Dynamics of Brain Oscillations. Analysis of dynamics of brain oscillations: methodological advances.. 1 ed. Elsevier B.V., Vol. 159. p. 135-147 (Progress in Brain Research).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

BCI Meeting 2005—Workshop on BCI Signal Processing: Feature Extraction and Translation

McFarland, D., Anderson, C. W., Müller, K-R., Schlögl, A. & Krusienski, D. J., 2006, In : IEEE transactions on neural systems and rehabilitation engineering. 14, 2, p. 135-138

Research output: Contribution to journalArticleResearchpeer-review

BioSig - An application of Octave

Schlögl, A., 2006, (Submitted) In : arXiv.org e-Print archive.

Research output: Contribution to journalArticleResearch

Comparison of Multivariate Autoregressive Estimators.

Schlögl, A., 2006, In : Signal processing. 86, 9, p. 2426-2429

Research output: Contribution to journalArticleResearch

GDF - A general dataformat for BIOSIGNALS (Version 2.0)

Schlögl, A., 2006, (Submitted) In : arXiv.org e-Print archive.

Research output: Contribution to journalArticleResearch

Multi-modal interface: Gaze-EEG-based system

Vidaurre, C., Villanueva, A., Scherer, R., Joos, M., Schlögl, A., Pannasch, S. & Cabeza, R., 2006, Proceedings of COGAIN 2006 'Gazing into the Future'. ., p. 50-54

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Mu rhythm (de)synchronization and EEG single-trial classification of different motor imagery tasks

Pfurtscheller, G., Brunner, C., Schlögl, A. & Lopes Da Silva, F. H., 2006, In : NeuroImage. 31, 1, p. 153-159

Research output: Contribution to journalArticleResearchpeer-review

Online detection and reduction of electrooculographic (EOG) and electromyographic (EMG) artifacts

Scherer, R., Pfurtscheller, G. & Schlögl, A., 2006, Proceedings der Gemeinsame Jahrestagung der Deutschen, der Österreichischen und der Schweizerischen Gesellschaften für Biomedizinische Technik. Berlin, New York: de Gruyter, p. 1-2

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Online detection and reduction of electrooculographic (EOG) and electromyographic (EMG) artifacts

Scherer, R., Pfurtscheller, G. & Schlögl, A., 6 Sep 2006.

Research output: Contribution to conference(Old data) Lecture or PresentationResearch

Single trial Analysis for On-line adaptive cue-based BCI's

Vidaurre, C., Cabeza, R. & Schlögl, A., 2006, Proceedings of the 3rd International Brain-Computer Workshop and Training Course 2006. Graz: Verlag der Technischen Universität Graz, p. 000-000

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

The BCI Competition III: Validating Alternative Approaches to Actual BCI Problems

Blankertz, B., Müller, K-R., Krusienski, D. J., Schalk, G., Wolpaw, J. R., Schlögl, A., Pfurtscheller, G., Millan, J. D. R., Schröder, M. & Birbaumer, N., 2006, In : IEEE transactions on neural systems and rehabilitation engineering. 14, 2, p. 153-159

Research output: Contribution to journalArticleResearchpeer-review

2005

Adaptive on-line classification for BCI with Statistical Classifiers

Vidaurre, C., Schlögl, A. & Pfurtscheller, G., 2005.

Research output: Contribution to conferencePosterResearch

Adaptive On-line Classification for EEG-based Brain-Computer Interfaces with AAR parameters and band power estimates

Vidaurre, C., Schlögl, A., Cabeza, R., Scherer, R. & Pfurtscheller, G., 2005, In : Biomedical Engineering / Biomedizinische Technik. 50, 11, p. 350-354

Research output: Contribution to journalArticleResearchpeer-review

An E-health solution for automatic sleep classification according to Rechtschaffen and Kales: validation study of the Somnolyzer 24 x 7 utilizing the Siesta database.

Anderer, P., Gruber, G., Parapatics, S., Woertz, M., Miazhynskaia, T., Klösch, G., Saletu, B., Zeitlhofer, J., Barbanoj, M. J., Hopfer-Danke, H., Himanen, S-L., Kemp, B., Penzel, T., Grötzinger, M., Kunz, D., Rappelsberger, P., Schlögl, A. & Dorffner, G., 2005, In : Neuropsychobiology. 51, 3, p. 115-33

Research output: Contribution to journalArticleResearchpeer-review

Assessing Non-stationarities in BCI data

Schlögl, A., Vidaurre, C. & Pfurtscheller, G., 2005.

Research output: Contribution to conferencePosterResearch

Characterization of Four-Class Motor Imagery EEG Data for the BCI-Competition 2005

Schlögl, A., Lee, F. Y-T., Bischof, H. & Pfurtscheller, G., 2005, In : Journal of neural engineering. 2, 4, p. L14-L22

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

Hemodynamic and autonomic changes induced by Ironman: prediction of competition time by blood pressure variability

Gratze, G., Rudnicki, R., Urban, W., Mayer, H., Schlögl, A. & Skrabal, F., 2005, In : Journal of applied physiology. 99, p. 1728-1735

Research output: Contribution to journalArticleResearchpeer-review

Semantic memory retrieval: cortical couplings in object recognition in the N400 window

Supp, G., Schlögl, A., Fiebach, C. J., Gunter, T. C., Vigliocco, G., Pfurtscheller, G. & Petsche, H., 2005, In : European journal of neuroscience. 21, 4, p. 1139-1143

Research output: Contribution to journalArticleResearchpeer-review

Towards a 3 class anychronous BCI

Scherer, R., Schlögl, A. & Pfurtscheller, G., 2005.

Research output: Contribution to conferencePosterResearch

Towards a 3 class anychronous BCI

Scherer, R., Schlögl, A. & Pfurtscheller, G., 2005, Proceedings of the Third International Meeting. ., p. 103-103

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review