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.

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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

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