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Development of EEG data acquisition device by using single board computer
(Inderscience Enterprises Ltd., 2013)
Electroencephalogram (EEG) plays a vital role in several medical diagnosis (brain tumour detection, Alzheimer disease, epilepsy, etc.), engineering applications (emotion detection, drowsiness detection, stress assessment, ...
Wireless EEG signals based neuromarketing system using Fast Fourier Transform (FFT)
(IEEE Conference Publications, 2014-03)
his work aims to identify the most preferred brand on automotive in Malaysia through wireless EEG signals. A group of four major vehicle brand advertisements such as Toyota, Audi, Proton and Suzuki is considered on this ...
Subtractive fuzzy classifier based driver drowsiness levels classification using EEG
(IEEE Conference Publications, 2013-04)
Driver drowsiness is one of the major causes for several road accidents over the world. In this study, Electroencephalogram (EEG) signals were acquired using 14 electrodes from 50 subjects. All the electrodes are placed ...
Subtractive fuzzy classifier based driver distraction levels classification using EEG
(Society of Physical Therapy Science, 2013)
[Purpose] In earlier studies of driver distraction, researchers classified distraction into two levels (not distracted, and distracted). This study classified four levels of distraction (neutral, low, medium, high). [Subjects ...
Emotion classification in Parkinson's disease by higher-order spectra and power spectrum features using EEG signals: a comparative study
(World Scientific Publishing Co. Pte Ltd, 2014-03)
Deficits in the ability to process emotions characterize several neuropsychiatric disorders and are traits of Parkinson's disease (PD), and there is need for a method of quantifying emotion, which is currently performed ...