This paper addresses a novel approach to assess and classify the cognitive load of subjects from their hemodynamic response while engaged in motor learning tasks, such as vehicle …
Functional near infrared spectroscopy (fNIRS) devices capture the variability in oxygenated and deoxygenated blood flow in the cortical layers of the brain during execution of cognitive …
A De, M Laha, A Konar… - 2020 IEEE international …, 2020 - ieeexplore.ieee.org
During the past two decade researchers have been exploring the mechanism of object shape and depth perception using EEG and fMRI. However, the underlying cortical process …
We study the vowels detection from brain activation due to vowel sound imageries. At first we experimentally determine the maximum and relatively longer activation that takes place …
Recent advances in brain–computer interface (BCI) and advanced computational algorithms make us capable of classifying different human motor imageries based on their …
The crucial role of working memory for cognitive performance based on temporary information processing has been studied for decades. Behavioral tests and functional …
Most of the traditional works on emotion recognition utilize manifestation of emotion in face, voice, gesture/posture and bio-potential signals of the subjects. However, these modalities …
Artificial Intelligence has probably been the most rapidly evolving field of science during the last decade. Its numerous real-life applications have radically altered the way we experience …
A Mohamed, A Mohamed, Y Mustafa - Science and Information …, 2020 - Springer
The effectiveness of wireless electroencephalograph (EEG) sensor-based medical or Brain Computer Interface applications largely depends on how to classify EEG signals as …