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demo9

PURPOSE ^

DEMO2 demonstrates the use of the data set III from the BCI competition 2003 for

SYNOPSIS ^

This is a script file.

DESCRIPTION ^

 DEMO2 demonstrates the use of the data set III from the BCI competition 2003 for 
   The demo shows the offline analysis for obtaining a classifier and 
   uses a jack-knife method (leave-one-trial out) for validation. 
   AAR parameters are extracted 


 References: 
 [1] A. Schl�l, B. Kemp, T. Penzel, D. Kunz, S.-L. Himanen, A. V�ri, G. Dorffner, G. Pfurtscheller.
       Quality Control of polysomnographic Sleep Data by Histogram and Entropy Analysis.
       Clin. Neurophysiol. 1999, Dec; 110(12): 2165 - 2170.
 [2] Alois Schl�l (2000)
       The electroencephalogram and the adaptive autoregressive model: theory and applications
       Shaker Verlag, Aachen, Germany, (ISBN3-8265-7640-3). 
 [3] Schl�l A., Neuper C. Pfurtscheller G.
       Estimating the mutual information of an EEG-based Brain-Computer-Interface
       Biomedizinische Technik 47(1-2): 3-8, 2002.
 [4] A. Schl�l, C. Keinrath, R. Scherer, G. Pfurtscheller,
       Information transfer of an EEG-based Bran-computer interface.
       Proceedings of the 1st International IEEE EMBS Conference on Neural Engineering, Capri, Italy, Mar 20-22, 2003. 
 [5] A. Schl�l, J. Kronegg, J.E. Huggins, S. G. Mason.
       Evaluation criteria in BCI research.
       (Eds.) G. Dornhege, J.R. Millan, T. Hinterberger, D.J. McFarland, K.-R.M�ler,
       Towards Brain-Computer Interfacing. MIT Press, p.327-342, 2007.
 [6] A. Schl�l, F.Y. Lee, H. Bischof, G. Pfurtscheller
       Characterization of Four-Class Motor Imagery EEG Data for the BCI-Competition 2005.
       Journal of neural engineering 2 (2005) 4, S. L14-L22
 [7] A. Schl�l, C. Brunner, R. Scherer, A. Glatz;
       BioSig - an open source software library for BCI research.
       (Eds.) G. Dornhege, J.R. Millan, T. Hinterberger, D.J. McFarland, K.-R. M�ler;
       Towards Brain-Computer Interfacing, MIT Press, 2007, p.347-358. 
 [8] A. Schl�l, C. Brunner
       BioSig: A Free and Open Source Software Library for BCI Research.
    Computer (2008, In Press)

CROSS-REFERENCE INFORMATION ^

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