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A Novel Algorithm to Enhance P300 in Single Trials: Application to Lie Detection Using F-Score and SVM
The investigation of lie detection methods based on P300 potentials has drawn much interest in recent years. We presented a novel algorithm to enhance signal-to-noise ratio (SNR) of P300 and applied it in lie detection to increase the classification accuracy. Thirty-four subjects were divided random...
Autores principales: | Gao, Junfeng, Tian, Hongjun, Yang, Yong, Yu, Xiaolin, Li, Chenhong, Rao, Nini |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4218862/ https://www.ncbi.nlm.nih.gov/pubmed/25365325 http://dx.doi.org/10.1371/journal.pone.0109700 |
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