Scientific Output

Journal Articles / Book chapters

2017:

2016:

Conference Proceedings

2017:

  • O. Jason, A. Schwarz, L. Monsanto, G.R. Müller-Putz, "Hierarchical decoding of grasping commands from EEG", 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'17)
  • J. Pereira, A.I. Sburlea, G.R. Müller-Putz,"Event-related potentials in externally and internally-driven target selection: a preliminary study, Proceedings of the 7th Graz Brain-Computer Interface Conference, Graz, 09/2017
  • G. R. Müller-Putz, P. Ofner, A. Schwarz, J. Pereira, G.t Luzhnica, C. Sciascio, E. Veas, S. Stein, J. Williamson, R. Murray-Smith, C. Escolano, L. Montesano, B. Hessing, M. Schneiders and R. Rupp, "MoreGrasp: Restoration of upper limb function in individuals  with spinal cord injury by multimodal neuroprostheses  for interaction in daily life activities, Proceedings of the 7th Graz Brain-Computer Interface Conference, Graz, 09/2017
  • G. R. Müller-Putz, A. Schwarz, J. Pereira, P. Ofner, A. Pinegger, R. Rupp, "EEG-controlled grasp neuroprosthesis for individuals with high spinal cord injury - decoding of multiple single limb movements", IFESS2017, RehabWeek, London

2016:

2015:

Posters

2017:

  • A. Schwarz, P. Ofner, J. Pereira, A. I. Sburlea, G. R. Müller-Putz, "Decoding reach-and-grasp actions from human low frequency EEG", 3rd Symposium on cutting-edge methods for EEG research (CUTTING EEG)  06/20 2017 , DOI: 10.13140/RG.2.2.30701.28645
  • J. Pereira, A.I. Sburlea, G.R. Müller-Putz,"Externally and internally-driven target selection: cue and response-locked EEG", 3rd Symposium on cutting-edge methods for EEG research (CUTTING EEG)  06/20 2017
  • P. Ofner, A. Schwarz, J. Pereira, G.R. Müller-Putz, "Decoding Movements of the Upper Limb from EEG", 3rd Symposium on cutting-edge methods for EEG research (CUTTING EEG) 06/20 2017

2016:

  • A. Schwarz, D. Steyrl, M.K. Höller, K. Statthaler and G.R. Müller-Putz. “BCI-adaptation for an end user”, Cybathlon Symposium, Kloten/Zürich, Switzerland, 10/2016.
  • J. Pereira, P. Ofner, A. Schwarz, and G. R. Müller-Putz. "Discriminating goal-directed from non-goal-directed movements for BCI control." In Sixth International Brain-Computer Interface Meeting: BCI Past, Present, and Future, Asilomar Conference Center, Pacific Grove, California, USA, 31 May 2016.
  • P. Ofner, A. Schwarz, J. Pereira and G. R. Müller-Putz. "Movements of the same upper limb can be classified from low-frequency time-domain EEG signals." In Sixth International Brain-Computer Interface Meeting: BCI Past, Present, and Future, Asilomar Conference Center, Pacific Grove, California, USA,  31 May 2016.
  • A. Schwarz, P. Ofner, J. Pereira and G. R. Müller-Putz. "Time domain classication of grasp and hold tasks." In Sixth International Brain-Computer Interface Meeting: BCI Past, Present, and Future, Asilomar Conference Center, Pacific Grove, California, USA, 31 May 2016.
  • F. Melinscak, L. Montesano and J. Minguez. “Improved estimates of BCI accuracy with hierarchical Bayesian models” In Sixth International Brain-Computer Interface Meeting: BCI Past, Present, and Future, Asilomar Conference Center, Pacific Grove, California, USA, 31 May 2016.

Scientific Talks

2017:

  • A. Schwarz: "Alles im Griff - so unterstützt die Technik querschnittgelähmte Personen beim Greifen", @KroneFit Messe, Messehalle A, Graz, Austria, March 6th, 2017
  • G.R. Müller-Putz: "Projekt Moregrasp - EEG basierte Neuroprothesensteuerung" @Ball der Technik, Graz Austria, Jan. 2017
  • G. R. Müller-Putz, R. Rupp, A. Schwarz, P. Ofner, A. Pinegger: "Projekt Moregrasp - EEG basierte Neuroprothesensteuerung", Rehabilitation Center Tobelbad, Austria, Jan 25th, 2017
  • G. R. Müller-Putz, R. Rupp: "EEG-basierte Neuroprothesensteuerung", DMPG - Deutsche Medizinische Gesellschaft für Paraplegie, Ulm, Germany, March 13rd 2017
  • Rupp R. et al.: " Denken, um zu (be-)greifen – Evaluierung der intuitiven Brain-Computer Interface gesteuerten sensiblen und motorischen Greifneuroprothese des europäischen MoreGrasp-Projekts", 30. Jahrestagung der Deutschsprachigen medizinischen Gesellschaft für Paraplegie, Ulm, May 18-20th 2017
  • Rupp R. et al.: "MoreGrasp – BCI-controlled sensory and motor grasp neuroprosthesis for individuals with high spinal cord injury", Joint conference of the European Medical and Biological Engineering Conference (EMBEC) and the Nordic-Baltic Conference on Biomedical Engineering and Medical Physics (NBC), Tampere, Finland, Jun 11-15th, 2017
  • G.R. Müller-Putz: "Projekt Moregrasp - EEG basierte Neuroprothesensteuerung", nextM, Vienna, March 2017
  • G.R. Müller-Putz: "Projekt Moregrasp - EEG basierte Neuroprothesensteuerung", NeuroIS, Gmunden, Austria, June 2017

2016:

  • R. Rupp: "Robotik in der Neurorehabilitation - Kompensation oder Restoration ?", Keynote Lecture on the annual meeting of the German Society for Neurorehabilitation, Dec. 12th 2016
  • G.R. Müller-Putz: "Non-Invasive EEG based Hand/Arm Control",  @Austrian Neuroscience Association, November 2016, Subchapter Graz, Graz, Austria. 
  • A. Schwarz:  “Brain-Computer interface Adaptation for an end user to compete in the Cybathlon”, A. Schwarz, Brain-Machine Interface Workshop (BMI) @IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016), Budapest, Hungary, October 2016.
  • G.R. Müller-Putz:  "Brain-Computer Interface cotrol of FES grasp restoration in spinal cord injured persons", @Dreiländertagung der Austrian, German and Swiss Societies of Biomedical Engineering, October 2016.
  • G.R. Müller-Putz : "Towards non-invasive EEG based hand/arm control, G.R. Müller-Putz @Brain-Computer Interface Workshop, INRIA, Bordeaux, France, Oct 2016.
  • L. Montesano: “BCIs for neuro-rehabilitation”, @1ª Jornadas de Estudiantes en Ingeniería Biomédica, Barcelona, Spain, July 2016
  • G.R. Müller-Putz: “Brain-computer interfaces in SCI – how much science is still needed for real-world applications?”, @50th Anniversary Spinal Cord Injury Center: Spinal Cord Medicine - How it may evolve, Heidelberg, Germany, June 2016.
  • R. Rupp: “Elektrostimulation bei Querschnittlähmung - Ströme im Wechsel !” R. Rupp @Jahrestagung der Deutschsprachigen Medizinischen Gesellschaft für Paraplegie e. V., Hamburg, Germany, June 2016.
  • R. Rupp: "Rehabilitationstechnik bei Querschnittgelähmten– Was bringt die Zukunft ?", @OT World, Leipzig, May 2016
  • P. Ofner: “Movements of the same upper limb can be classified from low-frequency time-domain EEG signals” P. Ofner, A. Schwarz, J. Pereira and G.R. Müller-Putz @Sixth International Brain-Computer Interface Meeting: BCI Past, Present, and Future, Asilomar Conference Center, Pacific Grove, California, USA, May 2016
  • R.Rupp et al.: “Ich (be)greife, also bin ich - Möglichkeiten und Herausforderungen nichtinvasiver Greifneuroprothesen für Hoch-Querschnittgelähmte” R.Rupp, S. Franz, M. Berberich, M. Rohm, M. Schneiders, B. Hessing, N. Weidner, G.R. Müller-Putz @OTWORLD2016, Leipzig, Germany, May 2016
  • G.R. Müller-Putz: "Was ist Neurotechnologie?", G.R. Müller-Putz @Lange Nacht der Forschung 2016, Graz, Austria, April 2016.

2015:

  • L. Montesano : “Brain-Computer Interfaces - from science fiction to reality” L. Montesano @II Symposia Spinal Cord , UCJC, Madrid, Spain, May 2015.
  •  J. Pereira: “Goal-Directed or Aimless? EEG Differences during the Preparation of a Reach-and-Touch Task” J. Pereira, P. Ofner, and G. R. Müller-Putz @37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Milan, Italy, August 2015.
  • P. Ofner: “Movement target decoding from EEG and the corresponding discriminative sources: A preliminary study” P. Ofner, and G. R. Müller-Putz @37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Milan, Italy, August 2015.
  • L. Montesano:  “BCIs for neuro-rehabilitation” L. Montesano @I Encuentro Innovación Tecnológica y Bajo coste en ER y Discapacidad, Burgos, Spain, October 2015.

Workshops

2017: Occupational therapists workshop,  May 9th 2017: see agenda here

2016:

  • Gernot R. Müller-Putz  and Rüdiger Rupp organized a workshop on “Non-invasive BCI-control of FES for grasp restoration in high spinal cord injured humans” at the 6th International BCI Meeting (2 June 2016)
    The following topics were presented in short talks:
    • “State of the art EEG-based decoding of grasping and reaching and MoreGrasp project” by Gernot R. Müller-Putz 
    • “Is there a goal? Neural correlates behind goal-directed movements” by Joana Pereira 
    • “Movement decoding” by Patrick Ofner  
    • “Time domain classification of executed reach and grasp movements” by Andreas Schwarz  
    • “FES for grasping in individuals with high cervival spinal cord injury - lessons learned from working with end users” by Rüdiger Rupp 
    • “FES for grasping - technical implementation” by Matthias Schneiders