EEG based emotion monitoring using wavelet and learning vector quantization

• Published in: 2017 4th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI) pp. 1 - 6
• Main Authors: Djamal, Esmeralda C., Lodaya, Poppi
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.09.2017
• Subjects: Brain Computer Interface; EEG signal; Electroencephalography; emotion monitoring; Low pass filters; LVQ; Monitoring; Real-time systems; Training data; Vector quantization; Wavelet; Wavelet transforms

Emotional identification is necessary for example in Brain Computer Interface (BCI) application and when emotional therapy and medical rehabilitation take place. Some emotional states can be characterized in the frequency of EEG signal, such excited, relax and sad. The signal extracted in certain fr...