Bayesian Multi-task Learning for Common Spatial Patterns

2011 International Workshop on Pattern Recognition in NeuroImaging ◽

10.1109/prni.2011.8 ◽

2011 ◽

Author(s):

Hyohyeong Kang ◽

Seungjin Choi

Keyword(s):

Spatial Patterns ◽

Common Spatial Patterns ◽

Download Full-text

Motor Task Learning in Brain Computer Interfaces using Time-Dependent Regularized Common Spatial Patterns and Residual Networks

2020 18th IEEE International New Circuits and Systems Conference (NEWCAS) ◽

10.1109/newcas49341.2020.9159807 ◽

2020 ◽

Author(s):

Hamidreza Sadreazami ◽

Georgios D. Mitsis

Keyword(s):

Spatial Patterns ◽

Time Dependent ◽

Brain Computer Interfaces ◽

Common Spatial Patterns ◽

Task Learning ◽

Computer Interfaces

Download Full-text

Common spatial patterns based on generalized norms

2013 International Winter Workshop on Brain-Computer Interface (BCI) ◽

10.1109/iww-bci.2013.6506623 ◽

2013 ◽

Author(s):

Jangwoo Park ◽

Wonzoo Chung

Keyword(s):

Spatial Patterns ◽

Common Spatial Patterns

Download Full-text

Major Depression Detection from EEG Signals Using Kernel Eigen-Filter-Bank Common Spatial Patterns

Sensors ◽

10.3390/s17061385 ◽

2017 ◽

Vol 17 (6) ◽

pp. 1385 ◽

Author(s):

Shih-Cheng Liao ◽

Chien-Te Wu ◽

Hao-Chuan Huang ◽

Wei-Teng Cheng ◽

Yi-Hung Liu

Keyword(s):

Major Depression ◽

Spatial Patterns ◽

Filter Bank ◽

Eeg Signals ◽

Common Spatial Patterns ◽

Depression Detection

Download Full-text

Speeding up classification of multi-channel brain-computer interfaces: common spatial patterns for slow cortical potentials

First International IEEE EMBS Conference on Neural Engineering, 2003. Conference Proceedings. ◽

10.1109/cne.2003.1196898 ◽

2004 ◽

Author(s):

G. Dornhege ◽

B. Blankertz ◽

G. Curio

Keyword(s):

Spatial Patterns ◽

Brain Computer Interfaces ◽

Slow Cortical Potentials ◽

Common Spatial Patterns ◽

Computer Interfaces ◽

Cortical Potentials

Download Full-text

Sparse common spatial patterns in brain computer interface applications

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2011.5946458 ◽

2011 ◽

Author(s):

Fikri Goksu ◽

N. Firat Ince ◽

Ahmed H. Tewfik

Keyword(s):

Spatial Patterns ◽

Brain Computer Interface ◽

Computer Interface ◽

Common Spatial Patterns

Download Full-text

Increasing the robustness against force variation in EMG motion classification by common spatial patterns

2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2017.8036848 ◽

2017 ◽

Author(s):

Xiangxin Li ◽

Peng Fang ◽

Lan Tian ◽

Guanglin Li

Keyword(s):

Spatial Patterns ◽

Motion Classification ◽

Common Spatial Patterns ◽

Force Variation

Download Full-text

Sign Language Recognition by Means of Common Spatial Patterns

2021 The 5th International Conference on Machine Learning and Soft Computing ◽

10.1145/3453800.3453818 ◽

2021 ◽

Author(s):

Itsaso Rodríguez-Moreno ◽

José María Martínez-Otzeta ◽

Izaro Goienetxea ◽

Basilio Sierra

Keyword(s):

Sign Language ◽

Spatial Patterns ◽

Language Recognition ◽

Sign Language Recognition ◽

Common Spatial Patterns

Download Full-text

Improving BCI Performance by Modified Common Spatial Patterns with Robustly Averaged Covariance Matrices

IFMBE Proceedings - World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany ◽

10.1007/978-3-642-03889-1_75 ◽

2009 ◽

pp. 279-282 ◽

Author(s):

M. Kawanabe ◽

C. Vidaurre

Keyword(s):

Spatial Patterns ◽

Covariance Matrices ◽

Common Spatial Patterns

Download Full-text

Multi-Class Motor Motion Imagery using Common Spatial Patterns based on Joint Approximate Diagonalization

IASTED Technology Conferences / 696:MS / 697:CA / 698: WC / 699: EME / 700: SOE ◽

10.2316/p.2010.697-029 ◽

2010 ◽

Author(s):

S.R. Liyanage ◽

J.-X. Xu ◽

C. Guan ◽

K.K. Ang ◽

T.H. Lee

Keyword(s):

Spatial Patterns ◽

Common Spatial Patterns ◽

Download Full-text

Improving Classification Performance of BCIs by Using Stationary Common Spatial Patterns and Unsupervised Bias Adaptation

Lecture Notes in Computer Science - Hybrid Artificial Intelligent Systems ◽

10.1007/978-3-642-21222-2_5 ◽

2011 ◽

pp. 34-41 ◽

Author(s):

Wojciech Wojcikiewicz ◽

Carmen Vidaurre ◽

Motoaki Kawanabe

Keyword(s):

Spatial Patterns ◽

Classification Performance ◽

Common Spatial Patterns

Download Full-text