Predicting BCI Subject Performance Using Probabilistic Spatio-Temporal Filters
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Klaus-Robert Müller | Heung-Il Suk | Siamac Fazli | Seong-Whan Lee | Jan Mehnert | K. Müller | Seong-Whan Lee | S. Fazli | Heung-Il Suk | J. Mehnert
[1] Brendan Z. Allison,et al. Could Anyone Use a BCI? , 2010, Brain-Computer Interfaces.
[2] Klaus-Robert Müller,et al. The Berlin Brain-Computer Interface: Accurate performance from first-session in BCI-naive subjects , 2008, IEEE Transactions on Biomedical Engineering.
[3] Klaus-Robert Müller,et al. The non-invasive Berlin Brain–Computer Interface: Fast acquisition of effective performance in untrained subjects , 2007, NeuroImage.
[4] Klaus-Robert Müller,et al. Co-adaptive calibration to improve BCI efficiency , 2011, Journal of neural engineering.
[5] Dennis J. McFarland,et al. Brain–computer interfaces for communication and control , 2002, Clinical Neurophysiology.
[6] Cuntai Guan,et al. Robust filter bank common spatial pattern (RFBCSP) in motor-imagery-based brain-computer interface , 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
[7] Benjamin Blankertz,et al. Towards a Cure for BCI Illiteracy , 2009, Brain Topography.
[8] Motoaki Kawanabe,et al. Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing , 2007, NIPS.
[9] Klaus-Robert Müller,et al. Neurophysiological predictor of SMR-based BCI performance , 2010, NeuroImage.
[10] Klaus-Robert Müller,et al. Classifying Single Trial EEG: Towards Brain Computer Interfacing , 2001, NIPS.
[11] G. Pfurtscheller,et al. ‘Thought’ – control of functional electrical stimulation to restore hand grasp in a patient with tetraplegia , 2003, Neuroscience Letters.
[12] Klaus-Robert Müller,et al. Subject-independent mental state classification in single trials , 2009, Neural Networks.
[13] B. Allison,et al. BCI Demographics: How Many (and What Kinds of) People Can Use an SSVEP BCI? , 2010, IEEE Transactions on Neural Systems and Rehabilitation Engineering.
[14] D. Defays,et al. An Efficient Algorithm for a Complete Link Method , 1977, Comput. J..
[15] Klaus-Robert Müller,et al. Combined Optimization of Spatial and Temporal Filters for Improving Brain-Computer Interfacing , 2006, IEEE Transactions on Biomedical Engineering.
[16] H. Flor,et al. A spelling device for the paralysed , 1999, Nature.
[17] A. Buttfield,et al. Towards a robust BCI: error potentials and online learning , 2006, IEEE Transactions on Neural Systems and Rehabilitation Engineering.
[18] Klaus-Robert Müller,et al. Machine-Learning-Based Coadaptive Calibration for Brain-Computer Interfaces , 2011, Neural Computation.
[19] Klaus-Robert Müller,et al. Introduction to machine learning for brain imaging , 2011, NeuroImage.
[20] K.-R. Muller,et al. Optimizing Spatial filters for Robust EEG Single-Trial Analysis , 2008, IEEE Signal Processing Magazine.
[21] Haixian Wang,et al. Local Temporal Common Spatial Patterns for Robust Single-Trial EEG Classification , 2008, IEEE Transactions on Neural Systems and Rehabilitation Engineering.
[22] J. Wolpaw,et al. Decoding two-dimensional movement trajectories using electrocorticographic signals in humans , 2007, Journal of neural engineering.
[23] Klaus-Robert Müller,et al. ℓ1-penalized linear mixed-effects models for high dimensional data with application to BCI , 2011, NeuroImage.
[24] Heung-Il Suk,et al. A Novel Bayesian Framework for Discriminative Feature Extraction in Brain-Computer Interfaces , 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[25] Klaus-Robert Müller,et al. Spatio-spectral filters for improving the classification of single trial EEG , 2005, IEEE Transactions on Biomedical Engineering.
[26] B. Rockstroh,et al. Operant control of EEG and event-related and slow brain potentials , 1984, Biofeedback and self-regulation.
[27] Brian N. Pasley,et al. Reconstructing Speech from Human Auditory Cortex , 2012, PLoS biology.
[28] Z J Koles,et al. EEG source localization: implementing the spatio-temporal decomposition approach. , 1998, Electroencephalography and clinical neurophysiology.
[29] Stefan Haufe,et al. Single-trial analysis and classification of ERP components — A tutorial , 2011, NeuroImage.
[30] Xiaorong Gao,et al. Design and implementation of a brain-computer interface with high transfer rates , 2002, IEEE Transactions on Biomedical Engineering.
[31] Rajesh P. N. Rao,et al. Spectral Changes in Cortical Surface Potentials during Motor Movement , 2007, The Journal of Neuroscience.
[32] K. Müller,et al. Psychological predictors of SMR-BCI performance , 2012, Biological Psychology.
[33] Cuntai Guan,et al. Brain-Computer Interface in Stroke Rehabilitation , 2013, J. Comput. Sci. Eng..
[34] P. Sajda,et al. Spatiotemporal Linear Decoding of Brain State , 2008, IEEE Signal Processing Magazine.
[35] E. Donchin,et al. Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials. , 1988, Electroencephalography and clinical neurophysiology.
[36] Cuntai Guan,et al. Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms , 2011, IEEE Transactions on Biomedical Engineering.