A Bootstrapping Method for Improving the Classification Performance of the P300 Speller.

In this paper, we present a novel approach to training classifiers in a speller based on P300 potentials. The method, based on bootstrapping, is a known strategy for generating new samples, but it is rarely used in neurosciences. The study first demonstrates how the performance of the classification...

Full description

Bibliographic Details

Published in:	Revista Mexicana de Ingeniería Biomédica Vol. 41; no. 1; pp. 43 - 57
Main Authors:	Cristancho-Cuervo, J. H., Delgado-Saa, J. F.
Format:	Article
Published:	Sociedad Mexicana de Ingenieria Biomedica, A.C. 2020
Subjects:	Statistical bootstrapping Neurosciences Electroencephalography Discrimination (Sociology) English orthography & spelling
Online Access:	View this record in EBSCOhost