Sequence detection analysis based on canonical correlation for steady-state visual evoked potential brain computer interfaces

Cao Lei; Ju Zhengyu; Li Jie; Jian Rongjun; Jiang Changjun

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Sequence detection analysis based on canonical correlation for steady-state visual evoked potential brain computer interfaces

机译：基于典范相关性的稳态视觉诱发电位脑计算机接口序列检测分析

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摘要

Background: Steady-state visual evoked potential (SSVEP) has been widely applied to develop brain computer interface (BCI) systems. The essence of SSVEP recognition is to recognize the frequency component of target stimulus focused by a subject significantly present in EEG spectrum.

机译：背景：稳态视觉诱发电位（SSVEP）已被广泛应用于开发脑计算机接口（BCI）系统。 SSVEP识别的本质是识别明显存在于EEG频谱中的对象聚焦的目标刺激的频率成分。

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来源
《Journal of Neuroscience Methods》 |2015年第null期|共8页
作者
Cao Lei; Ju Zhengyu; Li Jie; Jian Rongjun; Jiang Changjun;
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正文语种 eng
中图分类人体生理学;
关键词
Brain computer interface (BCI); Steady-state visual evoked potential (SSVEP); Sequence detection; Canonical correlation analysis (CCA);

机译：脑计算机接口（BCI）;稳态视觉诱发电位（SSVEP）;序列检测;规范相关分析（CCA）;

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1. Sequence detection analysis based on canonical correlation for steady-state visual evoked potential brain computer interfaces [J] . Cao Lei, Ju Zhengyu, Li Jie, Journal of Neuroscience Methods . 2015,第Null期

机译：基于典范相关性的稳态视觉诱发电位脑计算机接口序列检测分析
2. Training -Free Steady-State Visual Evoked Potential Brain–Computer Interface Based on Filter Bank Canonical Correlation Analysis and Spatiotemporal Beamforming Decoding [J] . Ge Sheng, Jiang Yichuan, Wang Peng, IEEE transactions on neural systems and rehabilitation engineering . 2019,第9期

机译：培训 - 免费稳态视觉诱发电位脑电电脑接口基于滤波器银行规范相关分析和时空波束形成解码
3. Enhancing the classification accuracy of steady-state visual evoked potential-based brain-computer interfaces using phase constrained canonical correlation analysis [J] . Jie Pan, Xiaorong Gao, Fang Duan, Journal of neural engineering . 2011,第3期

机译：使用相位约束规范相关分析提高稳态视觉诱发电位基于脑计算机接口的分类精度
4. Canonical Correlation Analysis Neural Network for Steady-State Visual Evoked Potentials Based Brain-Computer Interfaces [C] . Ka Fai Lao, Chi Man Wong, Feng Wan, International symposium on neural networks . 2013

机译：基于稳态视觉诱发电位的脑机接口的典范相关分析神经网络
5. Development of a practical visual-evoked potential-based brain-computer interface. [D] . Waytowich, Nicholas R. 2015

机译：实用的视觉诱发电位基于脑计算机接口的开发。
6. Analysis of User Interaction with a Brain-Computer Interface Based on Steady-State Visually Evoked Potentials: Case Study of a Game [O] . Harlei Miguel de Arruda Leite, Sarah Negreiros de Carvalho, Thiago Bulhões da Silva Costa, 2018

机译：基于稳态视觉诱发电位的脑机接口用户交互分析：一个游戏案例研究
7. Objective evaluation of fatigue by EEG spectral analysis in steady-state visual evoked potential-based brain-computer interfaces [O] . Teng Cao, Feng Wan, Chi Wong, 2014

机译：基于稳态视觉诱发电位的脑机接口的EEG频谱分析客观评估疲劳

Sequence detection analysis based on canonical correlation for steady-state visual evoked potential brain computer interfaces

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