Documentos de conferencia

URI permanente para esta colección

https://hdl.handle.net/10784/27664

Examinar

Examinando Documentos de conferencia por Materia "Developmental psychology"

Mostrando 1 - 1 de 1
  • No hay miniatura disponible
    Ítem
    An approach to emotion recognition in single-channel EEG signals using stationarywavelet transform
    (SPRINGER, 2017-01-01) Gómez, A.; Quintero, L.; López, N.; Castro, J.; Villa, L.; Mejía, G.; Gómez, A.; Quintero, L.; López, N.; Castro, J.; Villa, L.; Mejía, G.; Universidad EAFIT. Departamento de Ciencias; Matemáticas y Aplicaciones
    In this work, we perform an approach to emotion recognition from Electroencephalography (EEG) single channel signals extracted in four (4) mother-child dyads experiment in developmental psychology. Single channel EEG signals are decomposed by several types of wavelets and each subsignal are processed using several window sizes by performing a statistical analysis. Finally, three types of classifiers were used, obtaining accuracy rate between 50% to 87% for the emotional states such as happiness, sadness and neutrality. © Springer Nature Singapore Pte Ltd. 2017.