BCI(Brain Computer Interface)の文献紹介

脳波を使ってコンピュータを操作し、本人の意思を実現する方法を総称してBCI(Brain Computer Interface)と呼んでいます。ここではBCIの技術を用いた各分野での応用について、出版された科学論文を紹介いたします。

Hardware Development

  • C. Guger, G. Krausz, G. Edlinger (2011). Brain-Computer Interface Control with Dry EEG Electrodes. In Proceedings of the 5th International Brain-Computer Interface Confernece 2011. Graz, Austria, September 22 - 24, 2011.Talk. p. 312 ff. Brain-Computer Interface Control with Dry EEG Electrodes.
  • P. Brunner, L. Bianchi, C. Guger, F. Cincotti and G. Schalk (2011). “Current trends in hardware and software for brain–computer interfaces (BCIs)” in Journal of Neural Engineering. Volume 8. Number 2. DOI 10.1088/1741-2560/8/2/025001.

High Amplitude - physiological recordings at mountains or at simulated altitude to explain the effect of reduced oxygen and to test the equipment under difficult conditions.

  • C. Guger, S. Krausert, W. Domej, G. Edlinger, M. Tannheimer (2008). "EEG, ECG and oxygen concentration changes from sea level to a simulated altitude of 4000 m and back to sea level." Neuroscience Letters 442(2): pp. 123 - 127. EEG, ECG and oxygen concentration changes from sea level to a simulated altitude of 4000m and back to sea level
  • C. Guger, W. Domej, G. Lindner, E. Günter (2006). Effects of a fast cable car ascent to an altitude of 2700 meters on EEG and ECG. 50. Jahrestagung Deutsche Gesellschaft für Neurophysiologie und Funktionelle Bildgebung, Klinische Neurophysiologie, Zeitschrift für Funkionsdiagnostik des Nervensystems. 37: p. 41.
  • W. Domej, G. Schwaberger, E. Floegel, B. Haditsch, K. Pfurtscheller, C. Guger, C. Pietsch (2006). "Pre-existing lung diseases and altitude compability." Isokinetics and Exercise Science 14(2): p. 112.
  • C. Guger, W. Domej, G. Lindner, K. Pfurtscheller, G. Pfurtscheller, G. Edlinger (2005). Correlation changes of EEG and ECG after fast cable car ascents. TM CMC 2005. Graz, Austria. Correlation changes of EEG and ECG after fast cable car ascents
  • C. Guger, W. Domej, G. Lindner, G. Edlinger (2005). Correlation changes of EEG and ECG after fast cable car ascents. Jahrbuch 2005 Österreichische Gesellschaft für Alpin- und Höhenmedizin. W. S. in W. Domej, R. Waanders, F. Berghold: pp. 131 - 141.
  • C. Guger, W. Domej, G. Lindner, G. Edlinger (2005). "Effects of a cable car ascent to 2700 meter on mean EEG frequency and event-related desynchronization (ERD)." Wiener Wochenschrift 155: pp. 143 - 148.
  • C. Guger, W. Domej, G. Lindner, K. Pfurtscheller, G. Pfurtscheller, G. Edlinger (2005). "Effects of a fast cable car ascent to an altitude of 2700 meters on EEG and ECG." Neuroscience Letters 377: pp. 53 - 58.
  • G. Edlinger, W. Domej, G. Lindner, G. Pfurtscheller, C. Guger (2005). Effects of a Fast Cable Car Ascent on the Autonomic and Central Nervous Systems Assessed by EEG and ECG analysis. 2nd international IEEE neural Engineering Conference. Washington, USA.
  • W. Domej, G. Schwaberger, C. Guger, J. Herfert, B. Haditsch, Z. Földes-Papp, G.P. Tilz (2005). "Aspects and necessity of moderate-altitude " Research 155(7 - 8): pp. 149 - 156.
  • W. Domej, G. Schwaberger, B. Haditsch, E. Flögel, J. Herfert, C. Guger (2005). "Ursachen des "Seitenstechens": Prävention und Maßnahmen." in W. Domej, W. Schobersberger, R. Waanders, F. Berghold: Jahrbuch 2005 Österreichische Gesellschaft für Alpin- und Höhenmedizin: pp. 121 - 129

High Resolution EEG - multi-channel EEG recordings to find the sources of activity

  • G. Edlinger, G. Pfurtscheller, P. Wach (1996). "On the analytic solution of the potential distribution in a n-shell spherical volume conductor." Med. Biol. Eng. Comput. 34: pp. 93 - 94.
  • G. Edlinger, M. van Burik., C. Neuper, P. Wach, G. Pfurtscheller (1996). Quellokalisation basierend auf EEG Daten und Magnetfeldresonanzbildern. Jahrestagung der Österreichischen Gesellschaft für klinische Neurophysiologie. Klagenfurt, Austria.
  • G. Edlinger, P. Wach, G. Pfurtscheller (1996). "On the realisation of a high resoltuion EEG based on a n-shell spherical volume conductor model." Quantitative and topological EEG and MEG, Druckhaus Mayer Verlag, Jena, Erlangen: pp. 327 - 329.
  • G. Edlinger, P. Wach, G. Pfurtscheller (1997). "Convergence acceleration for the forward problem in a n-shell spherical head model." Brain Topography 10(1): p. 92.
  • G. Edlinger, P. Wach, M. van Burik, G. Pfurtscheller (1997). "Cortical imaging based on a multishell spherical model." Biomedizinische Technik 42(Ergänzungsband 1): pp. 193 - 196.
  • M. van Burik, F. Zanow, G. Edlinger, M. Peters, G. Pfurtscheller (1997). "Time-space regularization of the inward continuation problem in EEG using the boundary element method." Brain Topography 10(1): p. 92.
  • M. van Burik, G. Edlinger, M. Peters, G. Pfurtscheller (1997). "Calculating cortical potentials using the boundary element method." Biomedizinische Technik 42(Ergänzungsband 1): pp. 185 - 188.
  • G. Edlinger, P. Wach, T. Knösche, M. van Burik, G. Pfurtscheller (1997). "Cortical Imaging based on an analytic High-Resolution EEG." Brain Topography 10(1): p. 92.
  • G. Edlinger, G. Pfurtscheller, M. van Burik, P. Wach (1997). "Post-Movement EEG Synchronization studied with different high-resolution methods." Brain Topography 10(2): pp. 103 - 113.
  • G. Edlinger, P. Wach, G. Pfurtscheller (1998). "On the Realization of an -analytic High-Resolution EEG." IEEE Transac. on biomed Engineering 45(6): pp. 736 - 745.
  • M. van Burik, T. Knösche, G. Edlinger, C. Neuper, G. Pfurtscheller, M. Peters (1998). "Post-movement beta synchronization studied with Linear Estimation." Electroenceph. clin. Neurophysiol. 106: pp. 195 - 198.
  • G. Edlinger, M. Batiaansen, C. Brunia, C. Neuper, G. Pfurtscheller (1999). Cortical ascillatory activity combined by EEG and MEG recordings and High-Resolution ERD methods. 2nd Symposium on noninvasive functional source imaging within the human brain and heart. Zagreb, Croatia, Biomed. Technik. 2: pp. 131 - 134.
  • M. Van Burik, G. Edlinger (1999). Spatial Mapping of ERD/ERS. Handbook of Electroencephalography adn Clinical Neurophysiology. F. d. S. G. Pfurtscheller. Amsterdam, NL, Elesevier. 6: pp. 107 - 118.
  • G. Schweitzer, G. Edlinger, G. Krausz, C. Neuper, R. Bammer, G. Pfurtscheller (2001). "Source localization of induced cortical oscillations during tactile finger stimulations." Biomedizinische Technik 46: pp. 24 - 28.

Motor Imagery - the mostly used BCI concept for control applications and rehabilitation

  • G. Edlinger, C. Andrew, G. Pfurtscheller (1994). Coherence and biocoherence measurements during finger movement. 10th International Symposium on Biomedical Engineering, Zagreb, Coratia.
  • G. Edlinger, C. Andrew, G. Pfurtscheller (1995). Second order and third order statistics in EEG during finger movement. 3rd European congress on engineering and medicine. Florence, Italy: p. 39.
  • G. Edlinger, C. Andrew, G. Pfurtscheller (1995). Second Order and Third Order Statistics with Application to EEG. 17th Annual International Conference, IEEE Eng. in Medicine and Biology society, 21st Canadian Medical and Bilogical Eng. Conference. Montreal, Canada: pp. 879 - 880.
  • C. Andrew, G. Edlinger, G. Florian, G. Pfurtscheller (1996). "Multivariate and multi-order spectral analysis of EEG activity recorded over sensorimotor areas during discrete finger movements." Med. Biol. Eng. Comput. 34: pp. 211 - 212.
  • G. Pfurtscheller, C. Neuper, C. Andrew, G. Edlinger (1997). "Foot and hand area mu rhythms." J. Psychophysiol. 26: pp. 121 - 135.
  • G. Pfurtscheller, J. Stancák, G. Edlinger (1997). "On the existence of different types of central beta rhythms below 30 Hz." Electroenceph. clin. Neurophysiol. 102: pp. 316 - 325.
  • Guger, C. (1997). Implementation of different EEG processing algorithms with S-Functions. Laboratory of Brain-Computer Interfaces. Graz, University of Technology. Ph.D.
  • G. Edlinger, A. Pruell, C. Neuper, G. Pfurtscheller (1998). High-Resolution ERD: Cortical Imaging of event-related desynchronization during motor imagery. IEEE-EMBS 1998. Hong Kong: pp. 2128 - 2130.
  • C. Guger, G. Pfurtscheller (1998). EEG based brain-computer interface (BCI) running in real-time under Windows. 9th European Congress of Clinical Neurophysiology, Ljubljana, Slovenia, Electroenceph. and Clin. Neurophys.
  • C. Guger, H. Ramoser, C. Neuper, G. Pfurtscheller (1999). Rapid BCI Prototyping: Results with adaptive autoregressive parameters and common spatial patterns. BCI Technology: Theory and Practice, First International Meeting, Rensselaerville, USA.
  • C. Guger, H. Ramoser, T. Strein, G. Pfurtscheller (1999). Real-Time EEG analysis for a brain-computer interface (BCI) with subject-specific spatial patterns. AAATE 5th European Conference for Advancement of Assistive Technology, Düsseldorf, Germany.
  • C. Guger, W. Harkam, C. Hertnaes, G. Pfurtscheller (1999). Prosthetic control by an EEG-based brain-computer interface (BCI). AAATE 5th European Conference for the Advancement of Assistive Technology, Düsseldorf, Germany.
  • C. Neuper, C. Guger, E. Haselsteiner, B. Obermaier, M. Pregenzer, H. Ramoser, A. Schlögl, G. Pfurtscheller (1999). Current trends in Graz brain-computer interface (BCI research. BCI Technology: Theory and Practice: First International Meeting. Rennsselaerville, USA.
  • C. Guger, A. Schlögl, D. Walterspacher, G. Pfurtscheller (1999). "Design of an EEG-based brain-computer interface (BCI) from standard components running in real-time under Windows." Biomed. Technik 44: pp. 12 - 16.
  • B. Obermaier, C. Guger, G. Pfurtscheller (1999). Hidden Markov models for the classification of EEG data. 5th European Conference for the Advancement of Assistive Technology Düsseldorf, Germany, AAATE.
  • B. Obermaier, C. Guger, C. Neuper, G. Pfurtscheller (1999). "Hidden Markov Models used for on-line classification of single-trial EEG data." Med. Biol. Eng. Comput.
  • B. Obermaier, C. Guger, G. Pfurtscheller (1999). "Hidden Markov Models used for the off-line classification of EEG data." Biomed. Techn. 44: pp.158 - 162.
  • G. Pfurtscheller, C. Guger, H. Ramoser (1999). EEG-based brain-computer interface using subject specific spatial filter. IWANN 1999, International Work-Conference on Artificial and Natural Neural Networks, Spain.
  • G. Pfurtscheller, C. Guger, H. Ramoser (1999). "EEG-based Brain-Computer Interface using subject-specific spatial filters." in J. Mira, J.V. Sanchez-Adnres (Eds.): Engineering applications of bio-inspired artificial neural networks. Lecture notes in computer science, Springer, Berlin 1607: pp. 248 - 254.
  • G. Pfurtscheller, C. Guger, G. Müller, G. Krausz, C. Neuper (2000). "Brain oscillations control hand orthosis in a tetraplegic." Neuroscience Letters1 292: pp. 211 - 214.
  • G. Pfurtscheller, C. Neuper, C. Guger, B. Obermaier, M. Pregenzer, H. Ramoser, A. Schlögl (2000). "Current trends in Graz brain-computer interface (BCI) research." IEEE Trans. Rehab. Engineering 8: pp. 216 - 219.
  • G. Pfurtscheller, C. Neuper, K. Pichler-Zalaudek, G. Edlinger, F. Lopes da Silva (2000). "Do brain oscillations of different frequencies indicate interaction between cortical areas?" Neuroscience Letters 286: pp. 66 - 68.
  • C. Guger, H. Ramoser, G. Pfurtscheller (2000). "Real-Time EEG analysis for a brain-computer interface (BCI) with subject specific spatial patterns." IEEE transactions on rehabilitation engineering 8: pp. 447 - 456.
  • G. Pfurtscheller, B. O., G. Müller, C. Guger, A. Schlögl, C. Neuper (2001). "Direct brain-computer communication." ÖGAI-Journal 20: pp. 16 - 18.
  • C. Guger, G. Edlinger, G. Pfurtscheller (2001). "Real-time data processing under Windows for an EEG-based brain-computer interface." ÖGAI-Journal 20: pp. 19 - 20.
  • B. Obermaier, C. Guger, C. Neuper, G. Pfurtscheller (2001). "Hidden Markov Models for online classification of single trial EEG Data." Pattern recognition letters 22: pp. 1299 - 1309.
  • B. Obermaier, C. Neuper, C. Guger, G. Pfurtscheller (2001). "Information transfer rate in a five-classes brain-computer interface." IEEE Trans. Rehab. Engineering 9: pp. 283 - 288.
  • C. Guger, A. Schlögl, C. Neuper, D. Walterspacher, T. Strein, G. Pfurtscheller (2001). "Rapid Prototyping of an EEG based brain-computer interface (BCI)." IEEE Trans. Rehab. Engineering 9(1): pp. 49 - 58.
  • G. Krausz, C. Brunia, C. Neuper, G. Pfurtscheller (2002). "Stimulus-preceding negativity and oscillatory changes of the EEG in a non-motor anticipations paradigm." International Journal of Psychophysiology 45: p. 124.
  • G. Krausz, R. Scherer, G. Korisek, G. Pfurtscheller (2003). "Critical Decision Speed and Information Transfer in the "Graz-Brain Computer Interface"." Applied Psychophysiology and Biofeedback 28, No. 3: pp. 223-240.
  • C. Guger, G. Edlinger, W. Harkam, I. Niedermayer, G. Pfurtscheller (2003). "How many people are able to operate an EEG-based brain computer interface?" IEEE Trans. Rehab. Engineering 11: pp. 145 - 147.
  • C. Guger, G. Edlinger, G. Krausz, F. Laundl, I. Niedermayer (2004). Architectures of a PC and Pocket PC based BCI system. 2nd International Brain-Computer Interface Workshop and Training Course, Graz, Austria, Technical University Graz.
  • G. Edlinger, G. Krausz, I. Niedermayer, F. Laundl, C. Guger (2004). Mobile Monitoring of heart and brain-functions for neuro-feedback applications. Epilepsia, 6th European Congresson Epileptology. Vienna, Austria, Epilepsia. 45: p. 169.
  • G. Pfurtscheller, G. Edlinger, F. Lopes da Silva (2004). Polygraphy. Electroencephalography, Basic Principles, Clinical Applications and Related Fields. F. L. d. S. in E. Niedermeyer, Lippincott Williams & Wilkins.
  • G. Edlinger, G. Krausz, F. Laundl, I. Niedermayer, C. Guger (2005). Architectures of Laboratory-PC and Mobile Pocket PC Brain Computer Interfaces. 2nd International IEEE Neural Engineering Conference. Washington, USA.
  • C. Guger, G. Edlinger, G. Krausz, F. Laundl, I. Niedermayer (2005). PC and Pocket PC based Brain-Computer Interface Architectures. Biomed 2005, IASTED International Conference. Innsbruck, Austria. PC and Pocket PC based Brain-Computer Interface Architectures
  • V. Putz, C. Guger, C. Holzner, S. Torrellas, F. Miralles (2011). A Unified SML Based Description of the Contents of Brain-Computer Interfaces. In Proceedings of the 5th International Brain-Computer Interface Confernece 2011. Graz, Austria, September 22 - 24, 2011.Talk. p. 328 ff.

P300 - the evoked potential used for the BCI speller and smart home control second life control and many other applications

  • C. Guger, C. Holzner, C. Groenegress, G. Edlinger, M. Slater (2009). Goal-oriented control with Brain-Computer Interface. HCI International. San Diego, USA, July 19 - 24, 2009. Talk.
  • C. Guger, M. B., S. Daban, E. Sellers, C. Holner, R. Carabalona, F. Gramatica, G. Edlinger, G. Krausz (2009). How Many People are Able to Control a P300-Based Brain-Computer Interface (BCI)? BCI Workshop, July 08 - 10, 2010. Berlin, Germany, . Poster.
  • C. Guger, S. D., E. Sellers, C. Holzner, G. Krausz, R. Carabalona, F. Gramatica, G. Edlinger (2009). "How many people are able to control a P300-based-brain-computer interface (BCI)?" Neuroscience Letters 462: 94 - 98.
  • C. Holzner, S. Schaffelhofer, C. Guger, C. Groenegress, G. Edlinger, M. Slater (2009). Using a P300 Brain-Computer Interface for Smart Home Control. World Congress 2009. Munich, Germany, September 07 - 12, 2009. Poster.
  • E. Aarnoutse, C. Guger (2011): Configuration, Conduction, and Analysis of mu/beta-Rhythm Experiments. At the BCI2000 workshop, Utrecht, NL. Tutorial.
  • F. Aloise, F. Schettini, P. Aric, S. Salinari, C. Guger, J. Rinsma, M. Aiello, D. Mattia, F. Cincotti (2011): Validation of an asynchronous P300-based BCI with potential end users to control a virtual environment. In proceedings of 5th International Brain-Computer Interface Conference 2011.
  • R. Ortner, R. Prueckl, V. Putz, J. Scharinger, M. Bruckner, A. Schnuerer, C. Guger (2011). Accuracy of a P300 Speller for Differnet Conditions: A Comparision. In Proceedings of the 5th International Brain-Computer Interface Confernece 2011. Graz, Austria, September 22 - 24, 2011.Talk. p. 196 ff. Accuracy of a P300 Speller for Differnet Conditions: A Comparision.
  • R. Ortner, F. Aloise, R. Prueckl, F. Schettini, V. Putz, J. Scharinger, E. Opisso, U. Costa, C. Guger (2011). "Accuracy of a P300 Speller for People with Motor Impairments: A Comparison.In the official Journal of the EEG and Clinical Neuroscience Society (ECNS), Vol. 42 No. 4, p. 214 ff.
  • R. Ortner, M. Bruckner, A. Schnürer, R. Prueckl, C. Guger (2011). A P300-based Brain-Computer Interface in noisy environments: Influences on the accuracy. In Proceedings of BMT 2011. Freiburg, Germany, September 27 – 30, 2011, p. 32.
  • R. Ortner, M. Bruckner, C. Guger (2011). Accuracy of a P300 Speller for different conditions: A comparision. In Proceedings of First International PhD Symposium Vere, Barcelona, Spain, October 08, 2011. P. 16
  • C. Guger, G. Krausz, G. Edlinger (2011). Can P300, SSVEP and motor imagery based BCI systems work without gel? . In Proceedings of the Neuroscience 2011. November 12 – 16, 2011. Washington D.C., USA. p. 50.
  • G. Edlinger, C. Hintermueller, C. Guger (2011). A hybrid BCI using P300 and SSVEP for smart home control. In Proceedings of the Neuroscience 2011. November 12 – 16, 2011. Washington D.C., USA. p. 51.
  • Guger C, Krausz G, Allison BZ and Edlinger G (2012) Comparison of dry and gel based electrodes for P300 brain–computer interfaces. Front. Neurosci. 6 :60. doi: 10.3389/fnins.2012.00060
  • Fazel-Rezai R, Allison BZ, Guger C, Sellers EW, Kleih SC and Kübler A (2012) P300 brain computer interface: current challenges and emerging trends. Front. Neuroeng . 5 :14. doi: 10.3389/fneng.2012.00014

Platform - different biosignal processing platforms and requirements.

  • A. Kamp, G. P., G. Edlinger, F. Lopes da Silva (2004). Technological Basis of EEG recording. Electroencephalography, Basic Principles, Clinical Applications and Related Fields. F. L. d. S. in E. Niedermeyer, Lippincott Williams & Wilkins.
  • F. Cincotti, L. Bianchi, G. Birch, C. Guger, J. Mellinger, R. Scherer, R.N. Schmidt, O.Y. Suarez, G. Schalk (2006). Workshop on Technolgoy: Hardware and software. BCI meeting 2005, IEEE Transactions on Neural Systems and Rehabilitation Engineering 14: pp. 128 - 131.
  • G. Edlinger, C. Guger, I. Niedermayer, W. Harkam, G. Pfurtscheller (2002). New biosignal processing platform for an EEG brain-computer interface. EMBEC. New biosignal processing platform for an EEG brain-computer interface

Spikes - action potential analysis

  • R. Prueckl, A. Taub, I. Herreros, R. Hogri, A. Magal, S. Bamford, A. Giovanucci, Y. Shacham-Diamand, P. Verschure, M. Mintz, J. Scharinger, A. Silmon, C. Guger (2011): Behavioral Rehabilitation of the Eye Closure Reflex in Senescent Rats Using a Real-Time Biosignal Acquisition System. In Proceedings of the IEEE EMBC 2011. Boston, USA, September 01 - 04, 2011.Talk. p. 175.
  • R. Prückl, E. Grünbacher, R. Ortner, A.H. Taub, R. Hogri, A. Magal, E. Segalis, M. Zreik, N. Nossenson, I. Herreros, A. Giovannucci, R. Ofek Almog, S. Bamford, M. Marcus-Kalish, Y. Shacham, P. Verschure, H. Messer, M. Mintz, J. Scharinger, A. Silmon, C. Guger (2011): The Application of a Real-Time Rapid-Prototyping Environment for the Behavioral Rehabilitation of a Lost Brain Function in Rats. In Proceedings of 2011 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain, p. 128 ff.
  • C. Guger, T. Gener, C. Pennartz, J. Brotons-Mas, G. Edlinger, S. Bermúdez I Badia, S. Schaffelhofer, P. Verschure and M. V. Sanchez-Vives (2011): “Real-time Position Reconstruction with Hippocampal Place Cells” in Frontiers Neuroscience 5:85. doi: 0.3389/fnins.2011.00085. Real-time Position Reconstruction with Hippocampal Place Cells.
  • G. Edlinger, S. Schaffelhofer, C. Guger, J. Brotons-Mas. M. Sanches-Vives (2009). Position Reconstructin of Rodent Movements based on Neural Spike Information of Place Cells. 4th International IEEE EMBS Conference on Neural Engineering, Antalya, Turkey, April 29 - May 2, 2009, 2009 IEEE.
  • G. Edlinger, S. Schaffelhofer, C. Guger, J. Brotons-Mas. M. Sanches-Vives (2009). Position Reconstruction of Rodent Movements based on Neural Spike Informations of Place Cells. Proceedings of the 4th International IEEE EMBS Conference on Neural Engineering, Antalya, Turkey, April 29 - May 2, 2009, IEEE.
  • S. Schaffelhofer, C. Guger, J. R. Brotons-Mas, M.V. Sanchez-Vives, T. Gener (2009). Position decoding of hippocampal place cells. World Congress 2009. Munich, Germany, September 07 - 12, 2009. Poster.
  • S. Schaffelhofer, C. Guger, J. R. Brotons-Mas, M.V. Sanchez-Vives, T. Gener (2009). Position reconstruction of rats by the use of neural spike information from hippocampa place cells. FET - European Future Technologies Conference. Prague, Czech Republic, March 21 - 23, 2009. Poster.
  • S. Schaffelhofer, C. Guger, J. R. Brotons-Mas., M.V. Sanchez-Vives, T. Gener (2009). Position Reconstruction of rats by the use of neural spike information from hippocampal place cells. Wetice, 2009. Groningen, Netherlands, June 29 - July 01, 2009. Poster.
  • S. Schaffelhofer, C. Guger J. R. Brotons-Mas, M.V. Sanchez-Vives, T. Gener (2009). Position reconstruction of rats by the use of neural spike information from hippocampal place cells. BCI Workshop. Berlin, Germany, July 08 - 10, 2009. Poster.
  • S. Schaffelhofer, C. Guger, J. R. Brotons-Mas, M.V. Sanchez-Vives, T. Gener (2009). Position reconstruction of rats by the use of neural spike information from hippocampal place cells. Neuroscience 2009. Chicago, USA, October 17 - 21, 2009. Poster.
  • R. Prueckl, A.H. Taub, R. Hogri, A. Magal, J. Scharinger, M. Mintz, C. Guger (2011). Behavioral rehabilitation of the conditioned eyeblink reflex in senescent rats in real-time. In Proceedings of the Neuroscience 2011. November 12 – 16, 2011. Washington D.C., USA. p. 133.

SSVEP - steady state visual evoked potentials for BCI control

  • R. Ortner, B. Allison, G. Korisek, H. Gaggl, and G. Pfurtscheller (2010). An SSVEP BCI to Control a Hand Orthosis for Persons With Tetraplegia, IEEE Trans, Rehab. Eng., Vol. 99, DOI: 0.1109/TNSRE.2010.2076364.
  • G. Mueller, C. Guger, G. Pfurtscheller (1999). Controlling a robot with the brain-computer interface. EMBEC 99. Vienna, Austria European Medical and Biological Engineering.
  • R. Prueckl, C. Guger (2009). A Brain-Computer Interface Based on Steady-State Visual Evoked Potentials for Controlling a Robot. 10th International Work-Conference on Artificial Neural Networks, Salamanca, Spain, June 10 - 12, 2009, Springer.
  • C. Kapeller, C. Hintermüller, C. Guger (2011). On-Screen BCI based on steady-state visual evoked potentials. In Proceedings of First International PhD Symposium Vere, Barcelona, Spain, October 08, 2011. P. 13.
  • J. de la Vega, C. Hintermüller, C. Guger (2011). How many people are able to control a SSVEP BCI? In Proceedings of First International PhD Symposium Vere, Barcelona, Spain, October 08, 2011. P. 15.
  • C. Guger, B. Z. Allison, C. Hintermueller, R. Prueckl, B. Großwindhager, C. Kapeller, G. Edlinger (2012): Poor performance in SSVEP BCIs: Are worse subjects just slower? In Proceedings of IEEE EMBC (Frontiers). Aug 28 – Sep 01, 2012. San Diego, Ca, US, pp. 3833 - 3836.

Virtual Reality - combination of VR and physiology

  • F. Lotte, J. Faller, C. Guger, Y. Renard and G. Pfurtscheller, et al. (2012): Combining BCI with Virtual Reality. In: Towards New Applications and Improved BCI. Biological and Medical Physics, Biomedical Engineering, 2013, Towards Practical Brain-Computer Interfaces, Part 2, pp. 197-220
  • C. Guger, C. Holzner, C. Groenegress, G. Edlinger, M. Slater (2008). Control of a smart home with a brain-computer interface. 4th International Brain-Computer Interface Workshop and Training Course 2008, Graz, Austria, University of Technology Graz.
  • C. Guger, C. Holzner, C. Groenegress, G. Edlinger, M. Salter (2009). Brain-Computer Interface for Virtual Reality control. Proceedings of ESANN 2009, Brugges, Belgium, April 22 - 24, 2009. Brain-Computer Interface for Virtual Reality Control
  • C. Guger, G. Edlinger, R. Leeb, G. Pfurtscheller, A. Antley, M. Garau, A. Brogni, D. Friedmann, M. Slater (2004). Heart-Rate Variability and Event Related ECG in Virtual Environments. 7th annual International Workshop on Presence: pp. 240 - 245. Heart-Rate Variability and Event RElated ECG in Virtual Environments
  • C. Guger, G. Edlinger, R. Leeb, G. Pfurtscheller, A. Antley, M. Garau, A. Brogni, D. Friedmann, M. Slater (2004). Heart-rate variability and event-related ECG in Virtual Environments. Presence 2004: The 7th Annual International Workshop on Presence: pp. 240 - 245.
  • C. Guger, G. Krausz, C. Holzner, G. Edlinger. C. Groenegress, M. Slater (2009). Control of a Smart Home with a Brain-Computer Interface. 16th Annual Meeting of the Cognitive Neuroscience Society. San Francisco, USA, March 21 - 24, 2009. Poster.
  • C. Guger, R. Leeb, D. Friedmann, V. Vinayagamoorthy, G. Edlinger, M. Slater (2006). Controlling Virtual Environments by Thoughts. 50. Jahrestagung Deutsche Gesellschaft für Neurophysiologie und Funktionelle Bildgebung, Klinische Neurophysiologie, Zeitschrift für Funktionsdiagnostik des Nervensystems. 37: pp. 40 - 41.
  • C. Guger, R. Leeb, D. Friedmann, V. Vinayagamoorthy, G. Edlinger, M. Slater (2007). "Controlling Virtual Environments by thoughts." Clinical Neurophysiology 118(4): p. 36.
  • C. Holzner, C. Guger, C. Groenegress, G. Edlinger, M. Slater (2009). Using a brain-computer interface for Virtual Reality Control Neuromath. Leuven, NL, March 12 - 13, 2009. Poster.
  • D. Friedman, A. Brogni, C. Guger, A. Antley, A. Steed, M. Slater (2006). "Sharing and Analyzing Data from Presence Experiments." Presence: Teleoperators & Virtual Environments 15(5): pp. 599 - 610.
  • D. Friedman, R. Leeb, C. Guger, A. Steed, G. Pfurtscheller, M. Slater (2007). "Navigating Virtual Reality by thought: what is it like?" Presence 16(1): pp. 100 - 110.
  • G. Edlinger, C. Guger (2009). Brain-Computer Interfaces for Goal Orientated Control of a Virtual Smart Home Environment. 4th International IEEE EMBS Conference on Neural Engineering. Antalya, Turkey, April 29 - May 02, 2009. Talk.
  • G. Pfurtscheller, R. Leeb, C. Keinrath, D. Friedman, C. Neuper, C. Guger, M. Slater (2006). "Walking from thought." Brain Research 14(2): pp. 145 - 152.
  • M. Slater, A. Antley, A. Davison, D. Swapp, C. Guger, C. Barker, N. Pistrang, M.V. Sanchez-Vives (2006). "A virtual reprise of the Stanley Milgram obedience experiments." PLoS One: p. 39.
  • M. Slater, A. Frisoli, F. Tecchia, C. Guger, B. Lotto, A. Steed, G. Pfurtscheller, R. Leeb, M. Reiner, M.V. Sanchez-Vives, P. Verschure, U. Bernardet (2007). "Understanding and realizing Presence in the Presenccia project." Computer Graphics and Applications IEEE 27(4): pp. 90 - 93. Understanding and realizing Presence in the Presenccia project
  • M. Slater, C. Guger, G. Edlinger, R. Leeb, G. Pfurtscheller, A. Antely, M. Garau, A. Brogni, D. Friedman (2006). "Analysis of Physiological Responses to a Social Situation in an Immersive Virtual Environment." Presence: Teleoperators & Virtual Environments 15(5): pp. 553 - 569.
  • R. Leeb, C. Keinrath, C. Guger, R. Scherer, D. Friedman, M. Slater, G. Pfurtscheller (2004). Using a BCI as a navigation tool in virtual environments. 2nd International Brain-Computer Interface Workshop and Training Course, Graz, Austria, TU Graz.
  • R. Leeb, C. Keinrath, D. Friedman, C. Guger, R. Scherer, C. Neuper, M. Garau, A. Antley, A. Steed, M. Slater, G. Pfurtscheller (2006). "Walking by Thinking: The Brainwaves Are Crucial, Not the Muscles!" Presence: Teleoperators & Virtual Environments 15(5): pp. 500 - 514. Walking by Thinking
  • S. Daban, C. Holzner, C. Groenegress, G. Edlinger, M. Slater, C. Guger (2009). Controlling a Virtual Smart Home by Means of a P300 Brain-Computer Interface. FET - European Future Technologies Conference. Prague, Czech Republic, March 21 - 23, 2009. Poster.
  • S. Daban, C. Holzner, C. Groenegress, G. Edlinger, M. Slater, C. Guger (2009). Controlling a Virtual Smart Home by Means of a P300 Brain-Computer Interface. Wetice, 2009. Groningen, Netherlands, June 29 - July 01, 2009. Poster.
  • C. Guger, G. Edlinger (2011). Brain-computer interface: Generic control interface for social interaction applications. Wounds of War Meeting 2011. Vienna. Austria. February 22, 2011. p. 40 f.
  • Hashimoto, Y., Ushiba, J., Kimura, A., Liu, M., & Tomita, Y. (2010). Change in brain activity through virtual reality-based brain-machine communication in a chronic tetraplegic subject with muscular dystrophy BMC neuroscience, 11, 117. doi:10.1186/1471-2202-11-117. supplemental files.
  • F. Aloise, F. Schettini, P. Aricò, S. Salinari, C. Guger, J. Rinsma, M. Aiello, D. Mattia, F. Cincotti (2011). Asynchronous P300-Based Brain-Computer Interface to Control a Virtual Environment: Initial Tests on End Users. In CLINICAL EEG and NEUROSCIENCE, ©2011 VOL. 42 NO. 4, p. 219 ff.

BCI Art - art applications of BCI

  • S. Le Groux, J. Manzolli, U. Bernadet, C. Guger, A. Luvizotto, A. Mura, M. Sanchez, A. Valjamae, P. Verschure (2010). The Multimodal Brain Orchestra: Disembodied and Collaborative Interaction for Live Musical Performance. New Interface for Musical Expression (NIME), Sidney, Australia, June 15-18, 2010
  • Stroke Rehabilitation - motor imagery BCI for stroke and paralyzed persons
  • C. Guger, W. Harkam, C. Hertnaes, G. Pfurtscheller (1999). Prosthetic control by an EEG-based brain-computer interface (BCI). 5th European Conference for the Advancement of Assitive Technolgoy Düsseldorf, Germany, AAATE.
  • G. Pfurtscheller, C. Guger (1999). "Brain-computer communication system: EEG-based control of hand orthosis in a tetraplegic patient." Acta Chir. Austriaca 31(159): pp. 23 - 25. Brain-computer communication system
  • J.C. Moreno, J. L. Pons, E. Gruenbacher, C. Guger (2010). BCI-driven stroke rehabilitation; the concept of the BETTER project.

Cerebral Function Monitor - monitoring of infants to identify EEG and ECG abnormalities

  • K. Pfurtscheller, A. Schalk, K. Pallasmann, C. Guger, G. Mueller, G. Pfurtscheller, K. Klebermaas, M. Weninger (2003). "Application of Telemedicine for evaluation of cerebral function and hart rate variability." Pedriatric critical care medicine 4: p. 78.