1% BIOSIG/T400 contains classifiers. 2% 3% 4% TRAIN_SC train classifier 5% TEST_SC test classifier 6% CLASSIFY to classify samples into categories 7% XVAL cross-validation procedure 8% UNTRAIN_SC decremental training of classifier (depre 9% FC0 generates classifier from "asychronous" data 10% FINDCLASSIFIER generates BCI classifier [1-3] 11% 12% obsolete: 13% FINDCLASSIFIER1 generate classifier for a BCI [1,2] 14% FINDCLASSIFIER2 2nd generation classifier for BCI [2,3] 15% 16% helper function 17% 18% PERM permutations of indices in trials 19% TRAIN_LDA_SPARSE sparse LDA classifier 20% 21% Several core functions (like train_sc, test_sc, xval) have been included in the NaN-toolbox 22% and will primarily be maintained there. For more details see: 23% http://pub.ist.ac.at/~schloegl/matlab/NaN 24% 25% REFERENCES: 26% [1] Schloegl A, Neuper C, Pfurtscheller G 27% Estimating the mutual information of an EEG-based Brain-Computer-Interface 28% Biomedizinische Technik 47(1-2): 3-8, 2002. 29% [2] Schloegl A, Keinrath C, Scherer R, Pfurtscheller G, 30% Information transfer of an EEG-based Bran-computer interface. 31% Proceedings of the 1st International IEEE EMBS Conference on Neural Engineering, Capri, Italy, Mar 20-22, 2003 32% [3] Schloegl A, Lee FY, Bischof H, Pfurtscheller G 33% Characterization of Four-Class Motor Imagery EEG Data for the BCI-Competition 2005. 34% Journal of neural engineering 2 (2005) 4, S. L14-L22 35% [4] Schloegl A, Kronegg J, Huggins JE, Mason SG; 36% Evaluation criteria in BCI research. 37% (Eds.) G. Dornhege, J.R. Millan, T. Hinterberger, D.J. McFarland, K.-R.Mueller; 38% Towards Brain-Computer Interfacing, MIT press, 2007, p. 327-342. 39% [5] Schloegl A, Brunner C, Scherer R, Glatz A 40% BioSig - an open source software library for BCI research. 41% (Eds.) G. Dornhege, J.R. Millan, T. Hinterberger, D.J. McFarland, K.-R. Mueller; 42% Towards Brain-Computer Interfacing, MIT Press, 2007, p.347-358. 43% [6] Schloegl A., Brunner C. 44% BioSig: A Free and Open Source Software Library for BCI Research, 45% Computer, vol. 41, no. 10, pp. 44-50, October, 2008. 46% 47% $Id$ 48% Copyright (c) 1997-2005,2006,2008,2009 by Alois Schloegl 49% This is part of the BIOSIG-toolbox http://biosig.sf.net/ 50 51