Common Spatio-Temporal Pattern for Single-Trial Detection of Event-Related Potential in Rapid Serial Visual Presentation Triage

2011 ◽  
Vol 58 (9) ◽  
pp. 2513-2520 ◽  
Author(s):  
Ke Yu ◽  
Kaiquan Shen ◽  
Shiyun Shao ◽  
Wu Chun Ng ◽  
Kenneth Kwok ◽  
...  
Keyword(s):  
Rapid Serial Visual Presentation ◽  
Temporal Pattern ◽  
Visual Presentation ◽  
Event Related Potential ◽  
Single Trial ◽  
Spatio Temporal

scholarly journals EEG-Based Identity Authentication Framework Using Face Rapid Serial Visual Presentation with Optimized Channels

Sensors ◽  
2018 ◽  
Vol 19 (1) ◽  
pp. 6 ◽  
Author(s):  
Ying Zeng ◽  
Qunjian Wu ◽  
Kai Yang ◽  
Li Tong ◽  
Bin Yan ◽  
...  
Keyword(s):  
Rapid Serial Visual Presentation ◽  
Visual Presentation ◽  
Specific Model ◽  
Identity Authentication ◽  
Event Related Potential ◽  
Time Interval ◽  
Electroencephalogram Eeg ◽  
The Brain ◽  
Biometric Trait ◽  
Over Time

Electroencephalogram (EEG) signals, which originate from neurons in the brain, have drawn considerable interests in identity authentication. In this paper, a face image-based rapid serial visual presentation (RSVP) paradigm for identity authentication is proposed. This paradigm combines two kinds of biometric trait, face and EEG, together to evoke more specific and stable traits for authentication. The event-related potential (ERP) components induced by self-face and non-self-face (including familiar and not familiar) are investigated, and significant differences are found among different situations. On the basis of this, an authentication method based on Hierarchical Discriminant Component Analysis (HDCA) and Genetic Algorithm (GA) is proposed to build subject-specific model with optimized fewer channels. The accuracy and stability over time are evaluated to demonstrate the effectiveness and robustness of our method. The averaged authentication accuracy of 94.26% within 6 s can be achieved by our proposed method. For a 30-day averaged time interval, our method can still reach the averaged accuracy of 88.88%. Experimental results show that our proposed framework for EEG-based identity authentication is effective, robust, and stable over time.

scholarly journals Method for enhancing single-trial P300 detection by introducing the complexity degree of image information in rapid serial visual presentation tasks

PLoS ONE ◽  
2017 ◽  
Vol 12 (12) ◽  
pp. e0184713 ◽  
Author(s):  
Zhimin Lin ◽  
Ying Zeng ◽  
Li Tong ◽  
Hangming Zhang ◽  
Chi Zhang ◽  
...  
Keyword(s):  
Rapid Serial Visual Presentation ◽  
Visual Presentation ◽  
Single Trial ◽  
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