Multiclass Brain-Computer Interface Classication

[1]  Brendan Z. Allison,et al.  Brain-Computer Interfaces: Revolutionizing Human-Computer Interaction , 2013 .

[2]  Stefan Haufe,et al.  Single-trial analysis and classification of ERP components — A tutorial , 2011, NeuroImage.

[3]  Christian Jutten,et al.  Common Spatial Pattern revisited by Riemannian geometry , 2010, 2010 IEEE International Workshop on Multimedia Signal Processing.

[4]  Christian Jutten,et al.  Riemannian Geometry Applied to BCI Classification , 2010, LVA/ICA.

[5]  Trevor Hastie,et al.  Regularization Paths for Generalized Linear Models via Coordinate Descent. , 2010, Journal of statistical software.

[6]  Clemens Brunner,et al.  Nonstationary Brain Source Separation for Multiclass Motor Imagery , 2010, IEEE Transactions on Biomedical Engineering.

[7]  Jason Farquhar A linear feature space for simultaneous learning of spatio-spectral filters in BCI , 2009, Neural Networks.

[8]  K. M. Wong,et al.  EEG signal classification based on a Riemannian distance measure , 2009, 2009 IEEE Toronto International Conference Science and Technology for Humanity (TIC-STH).

[9]  Fatih Murat Porikli,et al.  Pedestrian Detection via Classification on Riemannian Manifolds , 2008, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[10]  F. Barbaresco Innovative tools for radar signal processing Based on Cartan’s geometry of SPD matrices & Information Geometry , 2008, 2008 IEEE Radar Conference.

[11]  Moritz Grosse-Wentrup,et al.  Multiclass Common Spatial Patterns and Information Theoretic Feature Extraction , 2008, IEEE Transactions on Biomedical Engineering.

[12]  Nicholas Ayache,et al.  Geometric Means in a Novel Vector Space Structure on Symmetric Positive-Definite Matrices , 2007, SIAM J. Matrix Anal. Appl..

[13]  M. Congedo,et al.  A review of classification algorithms for EEG-based brain–computer interfaces , 2007, Journal of neural engineering.

[14]  Clemens Brunner,et al.  Mu rhythm (de)synchronization and EEG single-trial classification of different motor imagery tasks , 2006, NeuroImage.

[15]  Maher Moakher,et al.  A Differential Geometric Approach to the Geometric Mean of Symmetric Positive-Definite Matrices , 2005, SIAM J. Matrix Anal. Appl..

[16]  P. Thomas Fletcher,et al.  Principal Geodesic Analysis on Symmetric Spaces: Statistics of Diffusion Tensors , 2004, ECCV Workshops CVAMIA and MMBIA.

[17]  F. L. D. Silva,et al.  Event-related EEG/MEG synchronization and desynchronization: basic principles , 1999, Clinical Neurophysiology.

[18]  Y. Benjamini,et al.  Multiple Hypotheses Testing with Weights , 1997 .

[19]  H. Karcher Riemannian center of mass and mollifier smoothing , 1977 .

[20]  K.-R. Muller,et al.  Optimizing Spatial filters for Robust EEG Single-Trial Analysis , 2008, IEEE Signal Processing Magazine.

[21]  W. Förstner,et al.  A Metric for Covariance Matrices , 2003 .