Canonical Correlation Analysis Neural Network for Steady-State Visual Evoked Potentials Based Brain-Computer Interfaces

Advances in Neural Networks – ISNN 2013 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-39068-5_34 ◽

2013 ◽

pp. 276-283 ◽

Author(s):

Ka Fai Lao ◽

Chi Man Wong ◽

Feng Wan ◽

Pui In Mak ◽

Peng Un Mak ◽

...

Keyword(s):

Neural Network ◽

Steady State ◽

Correlation Analysis ◽

Evoked Potentials ◽

Canonical Correlation Analysis ◽

Visual Evoked Potentials ◽

Canonical Correlation ◽

Brain Computer Interfaces ◽

Computer Interfaces ◽

Download Full-text

Spatial smoothing of canonical correlation analysis for steady state visual evoked potential based brain computer interfaces

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2016.7590998 ◽

2016 ◽

Author(s):

Shingo Ryu ◽

Hiroshi Higashi ◽

Toshihisa Tanaka ◽

Shigeki Nakauchi ◽

Tetsuto Minami

Keyword(s):

Steady State ◽

Correlation Analysis ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Visual Evoked Potential ◽

Evoked Potential ◽

Brain Computer Interfaces ◽

Spatial Smoothing ◽

Computer Interfaces ◽

Download Full-text

A Comparison Study of Canonical Correlation Analysis Based Methods for Detecting Steady-State Visual Evoked Potentials

PLoS ONE ◽

10.1371/journal.pone.0140703 ◽

2015 ◽

Vol 10 (10) ◽

pp. e0140703 ◽

Author(s):

Masaki Nakanishi ◽

Yijun Wang ◽

Yu-Te Wang ◽

Tzyy-Ping Jung

Keyword(s):

Steady State ◽

Correlation Analysis ◽

Evoked Potentials ◽

Canonical Correlation Analysis ◽

Visual Evoked Potentials ◽

Canonical Correlation ◽

Comparison Study ◽

Download Full-text

Enhancing the classification accuracy of steady-state visual evoked potential-based brain–computer interfaces using phase constrained canonical correlation analysis

Journal of Neural Engineering ◽

10.1088/1741-2560/8/3/036027 ◽

2011 ◽

Vol 8 (3) ◽

pp. 036027 ◽

Author(s):

Jie Pan ◽

Xiaorong Gao ◽

Fang Duan ◽

Zheng Yan ◽

Shangkai Gao

Keyword(s):

Steady State ◽

Correlation Analysis ◽

Canonical Correlation Analysis ◽

Classification Accuracy ◽

Canonical Correlation ◽

Visual Evoked Potential ◽

Evoked Potential ◽

Brain Computer Interfaces ◽

Computer Interfaces ◽

Download Full-text

Steady-State Motion Visual Evoked Potentials Produced by Oscillating Newton's Rings: Implications for Brain-Computer Interfaces

PLoS ONE ◽

10.1371/journal.pone.0039707 ◽

2012 ◽

Vol 7 (6) ◽

pp. e39707 ◽

Author(s):

Jun Xie ◽

Guanghua Xu ◽

Jing Wang ◽

Feng Zhang ◽

Yizhuo Zhang

Keyword(s):

Steady State ◽

Evoked Potentials ◽

Visual Evoked Potentials ◽

Brain Computer Interfaces ◽

Steady State Motion ◽

Computer Interfaces ◽

Download Full-text

A comparison of three brain–computer interfaces based on event-related desynchronization, steady state visual evoked potentials, or a hybrid approach using both signals

Journal of Neural Engineering ◽

10.1088/1741-2560/8/2/025010 ◽

2011 ◽

Vol 8 (2) ◽

pp. 025010 ◽

Author(s):

C Brunner ◽

B Z Allison ◽

C Altstätter ◽

C Neuper

Keyword(s):

Steady State ◽

Evoked Potentials ◽

Visual Evoked Potentials ◽

Hybrid Approach ◽

Brain Computer Interfaces ◽

Event Related Desynchronization ◽

Computer Interfaces ◽

Download Full-text

Advancing the detection of steady-state visual evoked potentials in brain–computer interfaces

Journal of Neural Engineering ◽

10.1088/1741-2560/13/3/036005 ◽

2016 ◽

Vol 13 (3) ◽

pp. 036005 ◽

Author(s):

Mohammad Abu-Alqumsan ◽

Angelika Peer

Keyword(s):

Steady State ◽

Evoked Potentials ◽

Visual Evoked Potentials ◽

Brain Computer Interfaces ◽

Computer Interfaces ◽

Download Full-text

Waveform-Coded Steady-State Visual Evoked Potentials for Brain-Computer Interfaces

IEEE Access ◽

10.1109/access.2021.3120623 ◽

2021 ◽

pp. 1-1

Author(s):

Masaki Nakanishi ◽

Yutaro Tanji ◽

Toshihisa Tanaka

Keyword(s):

Steady State ◽

Evoked Potentials ◽

Visual Evoked Potentials ◽

Brain Computer Interfaces ◽

Computer Interfaces ◽

Download Full-text

Use of Phase in Brain–Computer Interfaces based on Steady-State Visual Evoked Potentials

Neural Processing Letters ◽

10.1007/s11063-010-9139-8 ◽

2010 ◽

Vol 32 (1) ◽

pp. 1-9 ◽

Author(s):

M. A. Lopez-Gordo ◽

A. Prieto ◽

F. Pelayo ◽

C. Morillas

Keyword(s):

Steady State ◽

Evoked Potentials ◽

Visual Evoked Potentials ◽

Brain Computer Interfaces ◽

Computer Interfaces ◽

Download Full-text

Multiple Channel Detection of Steady-State Visual Evoked Potentials for Brain-Computer Interfaces

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2006.889160 ◽

2007 ◽

Vol 54 (4) ◽

pp. 742-750 ◽

Author(s):

Ola Friman ◽

Ivan Volosyak ◽

Axel Graser

Keyword(s):

Steady State ◽

Evoked Potentials ◽

Visual Evoked Potentials ◽

Brain Computer Interfaces ◽

Multiple Channel ◽

Channel Detection ◽

Computer Interfaces ◽

Download Full-text

Waveform-Based Multi-Stimulus Coding for Brain-Computer Interfaces Based on Steady-State Visual Evoked Potentials

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2018.8462246 ◽

2018 ◽

Author(s):

Yutaro Tanji ◽

Masaki Nakanishi ◽

Kaori Suefusa ◽

Toshihisa Tanaka

Keyword(s):

Steady State ◽

Evoked Potentials ◽

Visual Evoked Potentials ◽

Brain Computer Interfaces ◽

Computer Interfaces ◽

Stimulus Coding ◽

Download Full-text