Research progress of EEG-based emotion recognition: a survey

Y Wang, B Zhang, L Di - ACM Computing Surveys, 2024 - dl.acm.org
Emotion recognition based on electroencephalography (EEG) signals has emerged as a
prominent research field, facilitating objective evaluation of diseases like depression and …

A review on EEG signals based emotion recognition

M Zangeneh Soroush, K Maghooli… - International …, 2017 - eprints.go2submission.com
Emotion recognition has become a very controversial issue in brain-computer interfaces
(BCIs). Moreover, numerous studies have been conducted in order to recognize emotions …

Accurate emotion recognition using Bayesian model based EEG sources as dynamic graph convolutional neural network nodes

S Asadzadeh, T Yousefi Rezaii, S Beheshti… - Scientific Reports, 2022 - nature.com
Due to the effect of emotions on interactions, interpretations, and decisions, automatic
detection and analysis of human emotions based on EEG signals has an important role in …

Accurate emotion recognition utilizing extracted EEG sources as graph neural network nodes

S Asadzadeh, TY Rezaii, S Beheshti, S Meshgini - Cognitive Computation, 2023 - Springer
Automated analysis and recognition of human emotion play an important role in the
development of a human–computer interface. High temporal resolution of EEG signals …

Findings about loreta applied to high-density eeg—a review

S Dattola, FC Morabito, N Mammone, F La Foresta - Electronics, 2020 - mdpi.com
Electroencephalography (EEG) is a non-invasive diagnostic technique for recording brain
electric activity. The EEG source localization has been an area of research widely explored …

[HTML][HTML] Recommendations for developing an EEG laboratory at a primarily undergraduate institution

P Ledwidge, J Foust, A Ramsey - Journal of Undergraduate …, 2018 - ncbi.nlm.nih.gov
Given its relatively low cost and minimal required space, an EEG laboratory provides the
most feasible human cognitive neuroscience technique to implement at primarily …

Can a novel high-density EEG approach disentangle the differences of visual event related potential (N170), elicited by negative facial stimuli, in people with …

I Lazarou, K Adam, K Georgiadis… - Journal of …, 2018 - journals.sagepub.com
Background: Studies on subjective cognitive impairment (SCI) and neural activation report
controversial results. Objective: To evaluate the ability to disentangle the differences of …

Emotion expressions and cognitive impairments in the elderly: review of the contactless detection approach

D Jiang, L Yan, F Mayrand - Frontiers in Digital Health, 2024 - frontiersin.org
The aging population in Canada has been increasing continuously throughout the past
decades. Amongst this demographic, around 11% suffer from some form of cognitive …

Cortex level connectivity between ACT-R modules during EEG-based n-back task

D Das Chakladar - Cognitive Neurodynamics, 2024 - Springer
Finding the synchronization between Electroencephalography (EEG) and human cognition
is an essential aspect of cognitive neuroscience. Adaptive Control of Thought-Rational (ACT …

Enhancing Positive Emotions through Interactive Virtual Reality Experiences: An EEG-Based Investigation

S Cheng, D Sheng, Y Gao, Z Dong… - 2024 IEEE Conference …, 2024 - ieeexplore.ieee.org
Virtual reality (VR), as an immersive interactive technology, holds the potential to promote
feelings of well-being by evoking positive emotions. However, the underlying causes and …