Cognitive and Social Systems

Centre of Excellence in Computational Complex Systems Research

 

Publications and presentations

Publications in refereed journals

  • L. Kauhanen, P.Jylänki, J. Lehtonen, P. Rantanen, H. Alaranta, and M. Sams: EEG-Based Brain-Computer Interface for Tetraplegics, Computational Intelligence and Neuroscience, Volume 2007 (2007), Article ID 23864. (PDF)
  • F. Cincotti, L. Kauhanen, F. Aloise, T. Palomäki, N. Caporusso, P. Jylänki, D. Mattia, F. Babiloni, G. Vanacker, M. Nuttin, M. G. Marciani, and J. del R. Millán: Vibrotactile Feedback for Brain-Computer Interface Operation, Computational Intelligence and Neuroscience, Volume 2007 (2007), Article ID 48937, (PDF)
  • J. Lehtonen, P. Jylänki, L. Kauhanen, M. Sams: Online classification of single EEG trials during finger movements. IEEE trans on Biomedical Engineering, in press.
  • L.Kauhanen, T. Nykopp, J. Lehtonen, P. Jylanki, J. Heikkonen, P. Rantanen, H. Alaranta, M. Sams: EEG and MEG Brain-Computer Interface for Tetraplegic Patients , IEEE Trans on Neur Syst and Rehab, 14, 2, 190-193, 2006. (PDF)

  • L. Kauhanen, T. Nykopp and M. Sams: Classification of single MEG trials related to left and right index finger movements, Clinical Neurophysiology, 117, 2, 430-439, 2006. (PDF)

Conference publications

    Proceedings of the "Challenging Brain Computer Interfaces: Neural Engineering Meets Clinical Needs in Neurorehabilitation" - MAIA Workshop, November 9-10, Fondazione Santa Lucia, Rome, Italy, 2006.

  • T. Palomäki, L. Kauhanen, P. Jylänki, F. Aloise, G. Vanacker, J. Millán, M. Nuttin, F. Cincotti. Haptic vs. Visual feedback for BCI, pp. 19.
  • P. Jylänki, R. Menendez, F. Cincotti, L. Kauhanen, A. Vehtari. A Bayesian approach to select linearly separable spectral feature combinations, pp. 18
  • Proceedings of the 3rd International BCI Workshop and Training Course 2006, Graz Austria, 2006

  • L. Kauhanen, T. Palomäki, P. Jylänki, F. Aloise, M. Nuttin, J. del R. Millan. Haptic Feedback compared with visual feedback for BCI, pp. 66-67 (PDF)
  • Biomedizinische Technik, Proceedings of the 2nd International Brain-Computer Interface Workshop and Training Course 2004 (volume 49)

  • L. Kauhanen, P. Rantanen, J. A. Lehtonen, I. Tarnanen, H. Alaranta, and M. Sams. Sensorimotor cortical activity of tetraplegics during attempted finger movements, pp. 59-60. (PDF)
  • T. Nykopp, J. Heikkonen, M. Sams. Sequentical classification of finger movements from MEG recordings, pp. 77-78
  • J.A. Lehtonen, T. Nykopp, J. Heikkonen, M. Sams. Brain Computer Interface platform, pp. 67-68

Presentations and posters

    Oral presentation at the MAIA Workshop 2006, November 9-10, Fondazione Santa Lucia, Rome, Italy, 2006.

  • T. Palomäki: Haptic vs. Visual feedback for BCI
  • P. Jylänki: A Bayesian approach to select linearly separable spectral feature combinations
  • Oral presentation at the third international BCI workshop, September 22-23, Graz, Austria, 2006.

  • L. Kauhanen: Haptic feedback compared with visual feedback for BCI
  • Posters presented at Human Brain Mapping 2006 meeting, HBM2006 Florence, Italy June 11-15, 2006.

  • P. Jylänki, L. Kauhanen, J. Lehtonen, J. Heikkonen, and M. Sams: Use of feedback in classification of single-trial EEG during finger movements.
  • L. Kauhanen, P. Jylänki, J. Lehtonen, P. Rantanen, H. Alaranta and M. Sams: Tetraplegics control an EEG Brain-Computer Interface by attempting hand movements
  • Oral presentation at the 2005 BCI meeting. June 14-19, Albany, NY, USA, 2005

  • L. Kauhanen: BCI research in Finland
  • Posters presented at the 2005 BCI meeting. June 14-19, Albany, NY, USA, 2005

  • L. Kauhanen, J. Lehtonen, P. Rantanen, I. Tarnanen, H. Alaranta and M.Sams: Movement related potentials and sensorimotor cortical rhythmic activity of tetraplegics.
  • J. Lehtonen, L. Kauhanen, P. Jylanki, and M.Sams: Online classification of finger movements
  • P. Jylanki, J. Lehtonen, T. Nykopp, J. Heikkonen: How knowledge of the exact timing of finger movements affect classification in BCI
  • T. Nykopp: Classification of attempted finger lifts by tetraplegic subjects from simultaneous MEG/EEG recordings

Master's Theses

  • Tapio Palomäki. EEG-based brain-computer interface with visual and haptic feedback, 2007. (PDF)
  • Pasi Jylänki. Classification of single-trial EEG for online brain-computer interface, 2006. (PDF)
  • Laura Laitinen. Neuromagnetic sensorimotor signals in brain computer interfaces, 2003. (PDF)
  • Janne Lehtonen. EEG-based Brain Computer Interfaces, 2002. (PDF)
  • Tommi Nykopp. Statistical Modelling Issues for the Adaptive Brain Interface, 2001. (PDF)

Contact on page related matters tpalomak@lce.hut.fi
This page has been updated 22.1.2007.