Identifying emotions has become essential for comprehending varied human behavior
during our daily lives. The electroencephalogram (EEG) has been adopted for eliciting …

Real time non-invasive Brain Computer Interfaces have a significant progressive role in
restoring or maintaining a quality life for medically challenged people. This manuscript …

Emotions are very important in human decision handling, interaction and cognitive process.
In this paper describes that recognize the human emotions from DEAP EEG dataset with …

This work was undertaken to study the specific statistical features of EEG data collected
during meditation (Kriya Yoga) and normal conditions. The meditation practice changes the …

The research work aimed to present a comparative study of increasing the performance of
classifier algorithms by using dimension reduction algorithms. The dataset had been …

Emotion recognition is currently a topic that researchers widely have discussed. This is due
to the significant influence of emotions on everyday life. It is not only affecting human health …

Emotion recognition plays a significant role in Human Computer Interaction (HCI) field for
effective communication. The aim of this study is to built a generic emotion recognition …

Background: When we experience an emotion, a personal evaluation of stimuli and
physiological responses occurs, based on the previous exposure. Anger can be triggered …

Emotion play an important role at several activities in the present world. Human decision
making, cognitive process and interaction between human & machine all the activities …

The electrical signals were first discovered by English scientist Richard Caton in 1875. Since
then technology has evolved in all its spheres to alleviate the developments in this field …