Filter bank canonical correlation analysis for implementing a high-speed SSVEP-based brain–computer interface

Journal of Neural Engineering ◽

10.1088/1741-2560/12/4/046008 ◽

2015 ◽

Vol 12 (4) ◽

pp. 046008 ◽

Author(s):

Xiaogang Chen ◽

Yijun Wang ◽

Shangkai Gao ◽

Tzyy-Ping Jung ◽

Xiaorong Gao

Keyword(s):

Correlation Analysis ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Filter Bank ◽

Brain Computer Interface ◽

Computer Interface

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Training -Free Steady-State Visual Evoked Potential Brain–Computer Interface Based on Filter Bank Canonical Correlation Analysis and Spatiotemporal Beamforming Decoding

IEEE Transactions on Neural Systems and Rehabilitation Engineering ◽

10.1109/tnsre.2019.2934496 ◽

2019 ◽

Vol 27 (9) ◽

pp. 1714-1723 ◽

Author(s):

Sheng Ge ◽

Yichuan Jiang ◽

Peng Wang ◽

Haixian Wang ◽

Wenming Zheng

Keyword(s):

Steady State ◽

Correlation Analysis ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Filter Bank ◽

Visual Evoked Potential ◽

Evoked Potential ◽

Brain Computer Interface ◽

Computer Interface ◽

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Optimizing Filter-bank Canonical Correlation Analysis for fast response SSVEP Brain-Computer Interface (BCI)

2020 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn48605.2020.9206983 ◽

2020 ◽

Author(s):

Aung Aung Phyo Wai ◽

Heng Guo ◽

Ying Chi ◽

Lei Zhang ◽

Xian-Sheng Hua ◽

...

Keyword(s):

Correlation Analysis ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Filter Bank ◽

Brain Computer Interface ◽

Fast Response ◽

Computer Interface

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Canonical Correlation Analysis of Task Related Components as a noise-resistant method in Brain-Computer Interface Speller Systems based on Steady-State Visual Evoked Potential

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2021.103449 ◽

2022 ◽

Vol 73 ◽

pp. 103449

Author(s):

Elham Rostami ◽

Farnaz Ghassemi ◽

Zahra Tabanfar

Keyword(s):

Steady State ◽

Correlation Analysis ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Visual Evoked Potential ◽

Evoked Potential ◽

Brain Computer Interface ◽

Computer Interface ◽

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SSVEP Recognition using Wavelet Canonical Correlation Analysis for Brain Computer Interface

Proceedings of the 2016 4th International Conference on Sensors, Mechatronics and Automation (ICSMA 2016) ◽

10.2991/icsma-16.2016.87 ◽

2016 ◽

Author(s):

Shaobo Liu ◽

Fuchun Sun ◽

Wechang Zhang ◽

Chuanqi Tan

Keyword(s):

Correlation Analysis ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Brain Computer Interface ◽

Computer Interface

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A mobile SSVEP-based brain-computer interface for freely moving humans: The robustness of canonical correlation analysis to motion artifacts

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

10.1109/embc.2013.6609759 ◽

2013 ◽

Author(s):

Yuan-Pin Lin ◽

Yijun Wang ◽

Tzyy-Ping Jung

Keyword(s):

Correlation Analysis ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Brain Computer Interface ◽

Motion Artifacts ◽

Computer Interface ◽

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A Multi-channel SSVEP-Based Brain–Computer Interface Using a Canonical Correlation Analysis in the Frequency Domain

Advances in Intelligent Systems and Computing - Foundations and Practical Applications of Cognitive Systems and Information Processing ◽

10.1007/978-3-642-37835-5_52 ◽

2013 ◽

pp. 603-616

Author(s):

Guang Chen ◽

Dandan Song ◽

Lejian Liao

Keyword(s):

Correlation Analysis ◽

Frequency Domain ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Brain Computer Interface ◽

Computer Interface

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An online multi-channel SSVEP-based brain–computer interface using a canonical correlation analysis method

Journal of Neural Engineering ◽

10.1088/1741-2560/6/4/046002 ◽

2009 ◽

Vol 6 (4) ◽

pp. 046002 ◽

Author(s):

Guangyu Bin ◽

Xiaorong Gao ◽

Zheng Yan ◽

Bo Hong ◽

Shangkai Gao

Keyword(s):

Correlation Analysis ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Brain Computer Interface ◽

Computer Interface ◽

Analysis Method ◽

Correlation Analysis Method

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Comparison between the Canonical Correlation Analysis and the Support Vector Machines as classification algorithms in an SSVEP-based Brain-Computer Interface

2017 14th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE) ◽

10.1109/iceee.2017.8108847 ◽

2017 ◽

Author(s):

Jesiis Sagahon-Azua ◽

Blanca Tovar-Corona ◽

Jesus A. Zuniga-Valladares

Keyword(s):

Support Vector Machines ◽

Correlation Analysis ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Brain Computer Interface ◽

Computer Interface ◽

Support Vector ◽

Classification Algorithms ◽

Vector Machines

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A Novel Health State Evaluation Model of High-Speed Train Running Gear Based on Belief Rule Base and Canonical Correlation Analysis

2020 Chinese Automation Congress (CAC) ◽

10.1109/cac51589.2020.9327533 ◽

2020 ◽

Author(s):

Chao Cheng ◽

Yuhong Guo ◽

Hongmei Wang ◽

Gang Liu

Keyword(s):

Correlation Analysis ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Evaluation Model ◽

Rule Base ◽

Health State ◽

High Speed Train ◽

State Evaluation ◽

Belief Rule Base

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Filter bank temporally local canonical correlation analysis for short time window SSVEPs classification

Cognitive Neurodynamics ◽

10.1007/s11571-020-09620-7 ◽

2020 ◽

Vol 14 (5) ◽

pp. 689-696

Author(s):

Xinghan Shao ◽

Mingxing Lin

Keyword(s):

Correlation Analysis ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Filter Bank ◽

Time Window ◽

Short Time Window ◽

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