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Nova Acta Leopoldina Band 110 Nummer 377

HOCHBERG, L. R., SERRUyA, M. D., FRIEHS, G. M., MUKAND, J. A., SALEH, M., CAPLAN, A. H., BRANNER, A., CHEN, D., PENN, R. D., and DONOGHUE, J. P.: Neuronal ensemble control of prosthetic devices by a human with tetraplegia. Nature 442, 164–171 (2006) HyVäRINEN, A., KARHUNEN, J., and OJA, E.: Independent Component Analysis. New york: Wiley 2001 KOHLMORGEN, J., DORNHEGE, G., BRAUN, B., BLANKERTz, B., MüLLER, K. R., CURIO, G., HAGEMANN, K., BRUNS, A., SCHRAUF, M., and KINCSES, W.: Improving human performance in a real operating environment through real-time mental workload detection. In: DORNHEGE, G., MILLáN, J. DEL R., HINTERBERGER, T., MCFARLAND, D., and MüLLER, K.-R. (Eds.): Toward Brain-Computer Interfacing; pp. 409–422. Cambridge, MA: MIT Press 2007 KORNHUBER, H. H., und DEECKE, L.: Hirnpotentialänderungen bei Willkürbewegungen und passiven Bewegungen des Menschen: Bereitschaftspotential und reafferente Potentiale. Pflügers Arch. 284, 1–17 (1965) KRAULEDAT, M., DORNHEGE, G., BLANKERTz, B., CURIO, G., and MüLLER, K. R.: The Berlin brain-computer interface for rapid response. Biomed. Tech. 49/1, 61–62 (2004) KRAULEDAT, M., TANGERMANN, M., BLANKERTz, B., and MüLLER, K. R.: Towards zero training for Brain-Computer Interfacing. PLoS ONE 3/8, e2967 (2008) KREPKI, R., BLANKERTz, B., CURIO, G., and MüLLER, K. R.: The Berlin Brain-Computer Interface (BBCI): towards a new communication channel for online control in gaming applications. J. Multimedia Tools and Applications 33/1, 73–90 (2007a) KREPKI, R., BLANKERTz, B., CURIO, G., and MüLLER, K. R.: Berlin brain-computer interface – the HCI communication channel for discovery. Int. J. Hum. Comp. Studies 65, 460–477 (2007b) KüBLER, A., and MüLLER, K. R.: An introduction to brain computer interfacing. In: DORNHEGE, G., MILLáN, J. DEL R., HINTERBERGER, T., MCFARLAND, D., and MüLLER, K.-R. (Eds.): Toward Brain-Computer Interfacing; pp. 1– 25. Cambridge, MA: MIT Press 2007 KüBLER, A., NIJBOER, F., MELLINGER, J., VAUGHAN, T. M., PAWELzIK, H., SCHALK, G., MCFARLAND, D. J., BIRBAUMER, N., and WOLPAW, J. R.: Patients with ALS can use sensorimotor rhythms to operate a brain-computer interface. Neurology 64, 1775–1777 (2005) LEEB, R., LEE, F., KEINRATH, C., SCHERER, R., BISCHOF, H., and PFURTSCHELLER, G.: Brain-computer communication: motivation, aim, and impact of exploring a virtual apartment. IEEE Trans. Neural. Syst. Rehabil. Eng. 15/4, 473– 482 (2007) LEUTHARDT, E. C., SCHALK, G., WOLPAW, J. R., OJEMANN, J. G., and MORAN, D. W.: A brain-computer interface using electrocorticographic signals in humans. J. Neural. Eng. 1, 63–71 (2004) MEHRING, C., RICKERT, J., VAADIA, E., CARDOSA, OLIVEIRA, S. DE, AERTSEN, A., and ROTTER, S.: Inference of hand movements from local field potentials in monkey motor cortex. Nature Neurosci. 6, 1253–1254 (2003) MüLLER, K. R., ANDERSON, C. W., and BIRCH, G. E.: Linear and non-linear methods for brain-computer interfaces. IEEE Trans. Neural. Syst. Rehabil. Eng. 11/2, 165–169 (2003) MüLLER, K. R., MIKA, S., RäTSCH, G., TSUDA, K., and SCHöLKOPF, B.: An introduction to kernel-based learning algorithms. IEEE Transaction on Neural Networks 12/2, 181–201 (2001) MüLLER, K. R., TANGERMANN, M., DORNHEGE, G., KRAULEDAT, M., CURIO, G., and BLANKERTz, B.: Machine learning for real-time single-trial EEG analysis: From brain-computer interfacing to mental state monitoring. J. Neurosci. Meth. 167/1, 82–90 (2008) MüLLER-PUTz, G. R., SCHERER, R., PFURTSCHELLER, G., and RUPP, R.: EEG-based neuroprosthesis control: a step to- wards clinical practice. Neurosci. Lett. 382, 169–174 (2005) NICOLELIS, M. A.: Brain-machine interfaces to restore motor function and probe neural circuits. Nature Rev. Neurosci. 4/5, 417–422 (2003) NIKULIN, V. V., and BRISMAR, T.: Phase synchronization between alpha and beta oscillations in the human electroen- cephalogram. Neuroscience 137, 647–657 (2006) NUNEz, P. L., SRINIVASAN, R., WESTDORP, A. F., WIJESINGHE, R. S., TUCKER, D. M., SILBERSTEIN, R. B., and CADUSCH, P. J.: EEG coherency I: statistics, reference electrode, volume conduction, Laplacians, cortical imaging, and inter- pretation at multiple scales. Electroencephalogr. Clin. Neurophysiol. 103/5, 499–515 (1997) PFURTSCHELLER, G., and DA SILVA, F. H. L.: Event-related EEG/MEG synchronization and desynchronization: basic principles. Clin. Neurophysiol. 110/11, 1842–1857 (1999) POPESCU, F., FAzLI, S., BADOWER, y., BLANKERTz, B., and MüLLER, K. R.: Single trial classification of motor imagi- nation using 6 dry EEG electrodes. PLoS ONE 2/7 (2007) SCHWARz, A.: Cortical neural prosthetics. Annu. Rev. Neurosci. 27, 487–507 (2004) SHENOy, P., KRAULEDAT, M., BLANKERTz, B., RAO, R. P. N., and MüLLER, K. R.: Towards adaptive classification for BCI. J. Neural. Eng. 3/1, R13–R23 (2006) Nova Acta Leopoldina NF 110, Nr. 377, 235–257 (2011) Klaus-Robert Müller, Benjamin Blankertz, Michael Tangermann und Gabriel Curio 256