Classification of verbal and quantitative mental tasks using phase locking values between EEG signals

H Atasoy, E Yildirim - International Journal of Signal Processing, Image …, 2016 - earticle.net
In this study, electroencephalography signals recorded while participants were doing verbal
and quantitative tasks, are classified. A dataset containing 1044 records obtained from 18 …

[PDF][PDF] The Effect of Feature Selection Algorithms in EEG Signal Analysis

SG Eraldemir, MT Arslan, E Yıldırım - … Advanced Researches & …, 2017 - researchgate.net
In this study, the effects of feature selection on classification of the electrical signals
generated in the brain during numerical and verbal operations are investigated. 18 healthy …

[PDF][PDF] EEG İşaretlerinden Matematiksel İşlemlerin k-NN Algoritması İle Sınıflandırılması Classification of Mathematical Tasks from EEG Signals Using k-NN Algorithm

The purpose of this work is classification of summationsubtraction and multiplication-division
groups. Database employed for the analysis includes EEG signals collected from 17 …