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...

Descripción completa

Detalles Bibliográficos
Autores principales: Gao, Junfeng, Tian, Hongjun, Yang, Yong, Yu, Xiaolin, Li, Chenhong, Rao, Nini
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Research Article
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

Internet

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

Ejemplares similares