EEG based emotion recognition: A tutorial and review
Emotion recognition technology through analyzing the EEG signal is currently an essential
concept in Artificial Intelligence and holds great potential in emotional health care, human …
concept in Artificial Intelligence and holds great potential in emotional health care, human …
The ventral visual pathway: an expanded neural framework for the processing of object quality
Since the original characterization of the ventral visual pathway, our knowledge of its
neuroanatomy, functional properties, and extrinsic targets has grown considerably. Here we …
neuroanatomy, functional properties, and extrinsic targets has grown considerably. Here we …
A novel bi-hemispheric discrepancy model for EEG emotion recognition
Neuroscience study has revealed the discrepancy of emotion expression between the left
and right hemispheres of human brain. Inspired by this study, in this article, we propose a …
and right hemispheres of human brain. Inspired by this study, in this article, we propose a …
From regional to global brain: A novel hierarchical spatial-temporal neural network model for EEG emotion recognition
In this paper, we propose a novel Electroencephalograph (EEG) emotion recognition
method inspired by neuroscience with respect to the brain response to different emotions …
method inspired by neuroscience with respect to the brain response to different emotions …
A bi-hemisphere domain adversarial neural network model for EEG emotion recognition
In this paper, we propose a novel neural network model, called bi-hemisphere domain
adversarial neural network (BiDANN) model, for electroencephalograph (EEG) emotion …
adversarial neural network (BiDANN) model, for electroencephalograph (EEG) emotion …
Better living through understanding the insula: Why subregions can make all the difference
Insula function is considered critical for many motivated behaviors, with proposed functions
ranging from attention, behavioral control, emotional regulation, goal-directed and aversion …
ranging from attention, behavioral control, emotional regulation, goal-directed and aversion …
The integration of negative affect, pain and cognitive control in the cingulate cortex
It has been argued that emotion, pain and cognitive control are functionally segregated in
distinct subdivisions of the cingulate cortex. However, recent observations encourage a …
distinct subdivisions of the cingulate cortex. However, recent observations encourage a …
The neurocircuitry of fear, stress, and anxiety disorders
Anxiety disorders are a significant problem in the community, and recent neuroimaging
research has focused on determining the brain circuits that underlie them. Research on the …
research has focused on determining the brain circuits that underlie them. Research on the …
GMSS: Graph-based multi-task self-supervised learning for EEG emotion recognition
Previous electroencephalogram (EEG) emotion recognition relies on single-task learning,
which may lead to overfitting and learned emotion features lacking generalization. In this …
which may lead to overfitting and learned emotion features lacking generalization. In this …
Modeling the predictive social mind
The social mind is tailored to the problem of predicting the mental states and actions of other
people. However, social cognition researchers have only scratched the surface of the …
people. However, social cognition researchers have only scratched the surface of the …