Review and classification of emotion recognition based on EEG brain-computer interface system research: a systematic review
Recent developments and studies in brain-computer interface (BCI) technologies have
facilitated emotion detection and classification. Many BCI studies have sought to investigate …
facilitated emotion detection and classification. Many BCI studies have sought to investigate …
Investigating the effects of different levels and types of construction noise on emotions using EEG data
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 …
emotions. This study used EEG data to investigate the effects of different types and levels of …
Deep learning classification of neuro-emotional phase domain complexity levels induced by affective video film clips
S Aydın - IEEE Journal of Biomedical and Health Informatics, 2019 - ieeexplore.ieee.org
In the present article, a novel emotional complexity marker is proposed for classification of
discrete emotions induced by affective video film clips. Principal Component Analysis (PCA) …
discrete emotions induced by affective video film clips. Principal Component Analysis (PCA) …
Physiological synchrony in EEG, electrodermal activity and heart rate reflects shared selective auditory attention
IV Stuldreher, N Thammasan… - Journal of neural …, 2020 - iopscience.iop.org
Objective. Concurrent changes in physiological signals across multiple listeners
(physiological synchrony—PS), as caused by shared affective or cognitive processes, may …
(physiological synchrony—PS), as caused by shared affective or cognitive processes, may …
Evaluating brain spectral and connectivity differences between silent mind-wandering and trance states
Trance is an altered state of consciousness characterized by alterations in cognition. In
general, trance states induce mental silence (ie, cognitive thought reduction), and mental …
general, trance states induce mental silence (ie, cognitive thought reduction), and mental …
Frontal EEG asymmetry of emotion for the same auditory stimulus
Emotions play an important role in human interaction and decision-making processes.
Frontal asymmetry in brain activity is a promising neurophysiological indicator of emotion …
Frontal asymmetry in brain activity is a promising neurophysiological indicator of emotion …
The increasing instance of negative emotion reduce the performance of emotion recognition
X Wang, S Zhao, Y Pei, Z Luo, L Xie, Y Yan… - Frontiers in Human …, 2023 - frontiersin.org
Introduction Emotion recognition plays a crucial role in affective computing. Recent studies
have demonstrated that the fuzzy boundaries among negative emotions make recognition …
have demonstrated that the fuzzy boundaries among negative emotions make recognition …
Physiological synchrony in EEG, electrodermal activity and heart rate detects attentionally relevant events in time
Interpersonal physiological synchrony (PS), or the similarity of physiological signals
between individuals over time, may be used to detect attentionally engaging moments in …
between individuals over time, may be used to detect attentionally engaging moments in …
A comparative study of window size and channel arrangement on EEG-emotion recognition using deep CNN
Emotion recognition based on electroencephalograms has become an active research area.
Yet, identifying emotions using only brainwaves is still very challenging, especially the …
Yet, identifying emotions using only brainwaves is still very challenging, especially the …
Frontal alpha asymmetry and theta oscillations associated with information sharing intention
NL Fischer, R Peres, M Fiorani - Frontiers in behavioral neuroscience, 2018 - frontiersin.org
Social media has gained increasing importance in many aspects of everyday life, from
building relationships to establishing collaborative networks between individuals worldwide …
building relationships to establishing collaborative networks between individuals worldwide …