An approach to emotion recognition in single-channel EEG signals: a mother child interaction
Fecha
2016
Autores
Gómez, A.
Quintero, L.
López, N.
Castro, J.
Gómez, A.
Quintero, L.
López, N.
Castro, J.
Título de la revista
ISSN de la revista
Título del volumen
Editor
IOP Publishing
Resumen
In this work, we perform a first approach to emotion recognition from EEG single channel signals extracted in four (4) mother-child dyads experiment in developmental psychology -- Single channel EEG signals are analyzed and processed using several window sizes by performing a statistical analysis over features in the time and frequency domains -- Finally, a neural network obtained an average accuracy rate of 99% of classification in two emotional states such as happiness and sadness