CSP-TSM: Optimizing the performance of Riemannian tangent space mapping using common spatial pattern for MI-BCI

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2017.10.025 ◽

2017 ◽

Vol 91 ◽

pp. 231-242 ◽

Author(s):

Shiu Kumar ◽

Kabir Mamun ◽

Alok Sharma

Keyword(s):

Spatial Pattern ◽

Tangent Space ◽

Space Mapping ◽

Common Spatial Pattern

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Low Latency Auditory Attention Detection with Common Spatial Pattern Analysis of EEG Signals

10.21437/interspeech.2020-2496 ◽

2020 ◽

Author(s):

Siqi Cai ◽

Enze Su ◽

Yonghao Song ◽

Longhan Xie ◽

Haizhou Li

Keyword(s):

Spatial Pattern ◽

Pattern Analysis ◽

Auditory Attention ◽

Low Latency ◽

Spatial Pattern Analysis ◽

Eeg Signals ◽

Common Spatial Pattern

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ADHD diagnosis in children using Common spatial pattern and Nonlinear Analysis of Filter banked EEG

2020 28th Iranian Conference on Electrical Engineering (ICEE) ◽

10.1109/icee50131.2020.9260711 ◽

2020 ◽

Author(s):

Behrad TaghiBeyglou ◽

Navid Hasanzadeh ◽

Fatemeh Bagheri ◽

Mehran Jahed

Keyword(s):

Spatial Pattern ◽

Nonlinear Analysis ◽

Common Spatial Pattern ◽

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EEG-Based Cognitive State Assessment Using Deep Ensemble Model and Filter Bank Common Spatial Pattern

2020 25th International Conference on Pattern Recognition (ICPR) ◽

10.1109/icpr48806.2021.9412869 ◽

2021 ◽

Author(s):

Debashis Das Chakladar ◽

Shubhashis Dey ◽

Partha Pratim Roy ◽

Masakazu Iwamura

Keyword(s):

Spatial Pattern ◽

Filter Bank ◽

State Assessment ◽

Cognitive State ◽

Ensemble Model ◽

Common Spatial Pattern

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A Least-Squares Approach for Extending Common Spatial Pattern Algorithm to Multi-class in Brain-Computer Interfaces

2010 Second International Conference on Intelligent Human-Machine Systems and Cybernetics ◽

10.1109/ihmsc.2010.12 ◽

2010 ◽

Author(s):

Qingguo Wei ◽

Kui Chen ◽

Zongwu Lu

Keyword(s):

Spatial Pattern ◽

Least Squares ◽

Brain Computer Interfaces ◽

Common Spatial Pattern ◽

Computer Interfaces ◽

Least Squares Approach

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Optimizing low-frequency common spatial pattern features for multi-class classification of hand movement directions

2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2013.6610117 ◽

2013 ◽

Author(s):

Andrew Keong Ng ◽

Kai Keng Ang ◽

Keng Peng Tee ◽

Cuntai Guan

Keyword(s):

Spatial Pattern ◽

Hand Movement ◽

Low Frequency ◽

Common Spatial Pattern ◽

Multi Class Classification

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Sub-Band Target Alignment Common Spatial Pattern in Brain-Computer Interface

Computer Methods and Programs in Biomedicine ◽

10.1016/j.cmpb.2021.106150 ◽

2021 ◽

pp. 106150

Author(s):

Xianxiong Zhang ◽

Qingshan She ◽

Yun Chen ◽

Wanzeng Kong ◽

Congli Mei

Keyword(s):

Spatial Pattern ◽

Brain Computer Interface ◽

Computer Interface ◽

Common Spatial Pattern

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Identification of EEG features in stroke patients based on common spatial pattern and sparse representation classification

2017 8th International IEEE/EMBS Conference on Neural Engineering (NER) ◽

10.1109/ner.2017.8008305 ◽

2017 ◽

Author(s):

Xuefeng Lei ◽

Luyun Wang ◽

Wanzeng Kong ◽

Yong Peng ◽

Sanqing Hu ◽

...

Keyword(s):

Spatial Pattern ◽

Sparse Representation ◽

Stroke Patients ◽

Common Spatial Pattern ◽

Sparse Representation Classification ◽

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A modified Wavelet-Common Spatial Pattern method for decoding hand movement directions in brain computer interfaces

The 2012 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2012.6252685 ◽

2012 ◽

Author(s):

Neethu Robinson ◽

A. P. Vinod ◽

Cuntai Guan ◽

Kai Keng Ang ◽

Tee Keng Peng

Keyword(s):

Spatial Pattern ◽

Hand Movement ◽

Brain Computer Interfaces ◽

Common Spatial Pattern ◽

Computer Interfaces

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Classification of Three-Class Motor Imagery EEG Data by Combining Wavelet Packet Decomposition and Common Spatial Pattern

2009 International Conference on Intelligent Human-Machine Systems and Cybernetics ◽

10.1109/ihmsc.2009.55 ◽

2009 ◽

Author(s):

Wei Tu ◽

Qingguo Wei

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Wavelet Packet ◽

Wavelet Packet Decomposition ◽

Common Spatial Pattern ◽

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Spatial Filtering for Brain Computer Interfaces: A Comparison between the Common Spatial Pattern and Its Variant

2018 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC) ◽

10.1109/icspcc.2018.8567789 ◽

2018 ◽

Author(s):

He He ◽

Dongrui Wu

Keyword(s):

Spatial Pattern ◽

Spatial Filtering ◽

Brain Computer Interfaces ◽

Common Spatial Pattern ◽

Computer Interfaces ◽

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