Removal of muscle artifacts from the EEG: A review and recommendations

X Chen, X Xu, A Liu, S Lee, X Chen… - IEEE Sensors …, 2019 - ieeexplore.ieee.org
Electroencephalography (EEG) has been widely used for studying brain function. As cortical
signals recorded by the EEG are very weak, they are often obscured by motion artifacts and …

Possible effect of binaural beat combined with autonomous sensory meridian response for inducing sleep

M Lee, CB Song, GH Shin, SW Lee - Frontiers in human neuroscience, 2019 - frontiersin.org
Sleep is important to maintain physical and cognitive functions in everyday life. However, the
prevalence of sleep disorders is on the rise. One existing solution to this problem is to …

Investigating the effects of different levels and types of construction noise on emotions using EEG data

M Mir, F Nasirzadeh, H Bereznicki, P Enticott… - Building and …, 2022 - Elsevier
Construction noise can affect human health and wellbeing through its negative effects on
emotions. This study used EEG data to investigate the effects of different types and levels of …

EEG based evaluation of examination stress and test anxiety among college students

VG Rajendran, S Jayalalitha, K Adalarasu - Irbm, 2022 - Elsevier
Background Adolescence is a crucial chapter in life and the presence of stress, depression,
and anxiety at this stage is a great concern. Prolonged stress is one of the risk factors that …

DEAR-MULSEMEDIA: Dataset for emotion analysis and recognition in response to multiple sensorial media

A Raheel, M Majid, SM Anwar - Information Fusion, 2021 - Elsevier
Traditionally, emotion recognition is performed in response to stimuli that engage either one
(vision: image or hearing: audio) or two (vision and hearing: video) human senses. An …

Assessment of mental fatigue and stress on electronic sport players with data fusion

S Gündoğdu, ÖH Çolak, EA Doğan… - Medical & Biological …, 2021 - Springer
Stress and mental fatigue are in existence constantly in daily life, and decrease our
productivity while performing our daily routines. The purpose of this study was to analyze the …

Frontal EEG asymmetry of emotion for the same auditory stimulus

M Lee, GH Shin, SW Lee - IEEE Access, 2020 - ieeexplore.ieee.org
Emotions play an important role in human interaction and decision-making processes.
Frontal asymmetry in brain activity is a promising neurophysiological indicator of emotion …

An AI-empowered affect recognition model for healthcare and emotional well-being using physiological signals

Z Zhou, MA Asghar, D Nazir, K Siddique… - Cluster …, 2023 - Springer
Affective Computing is one of the central studies for achieving advanced human-computer
interaction and is a popular research direction in the field of artificial intelligence for smart …

Motion reveal emotions: identifying emotions from human walk using chest mounted smartphone

MA Hashmi, Q Riaz, M Zeeshan… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
Emotion recognition via gait analysis is an active and key area of research because of its
significant academic and commercial potential. With recent developments in hardware …

Revealing preference in popular music through familiarity and brain response

S Sangnark, P Autthasan… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
Music preference was reported as a factor, which could elicit innermost music emotion,
entailing accurate ground-truth data and music therapy efficiency. This study executes …