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 …
Recognition of human emotions using EEG signals: A review
Assessment of the cognitive functions and state of clinical subjects is an important aspect of
e-health care delivery, and in the development of novel human-machine interfaces. A …
e-health care delivery, and in the development of novel human-machine interfaces. A …
Investigating critical frequency bands and channels for EEG-based emotion recognition with deep neural networks
To investigate critical frequency bands and channels, this paper introduces deep belief
networks (DBNs) to constructing EEG-based emotion recognition models for three emotions …
networks (DBNs) to constructing EEG-based emotion recognition models for three emotions …
Identifying stable patterns over time for emotion recognition from EEG
In this paper, we investigate stable patterns of electroencephalogram (EEG) over time for
emotion recognition using a machine learning approach. Up to now, various findings of …
emotion recognition using a machine learning approach. Up to now, various findings of …
Arousal effects on pupil size, heart rate, and skin conductance in an emotional face task
Arousal level changes constantly and it has a profound influence on performance during
everyday activities. Fluctuations in arousal are regulated by the autonomic nervous system …
everyday activities. Fluctuations in arousal are regulated by the autonomic nervous system …
On identification of driving-induced stress using electroencephalogram signals: A framework based on wearable safety-critical scheme and machine learning
Z Halim, M Rehan - Information Fusion, 2020 - Elsevier
Driving an automobile under high stress level reduces driver's control on vehicle and risk-
assessment capabilities, often resulting in road accidents. Driver's anxiety therefore is a key …
assessment capabilities, often resulting in road accidents. Driver's anxiety therefore is a key …
[图书][B] The developing mind: How relationships and the brain interact to shape who we are
DJ Siegel - 2020 - books.google.com
This highly influential work--now in a revised and expanded third edition incorporating major
advances in the field--gives clinicians, educators, and students a new understanding of what …
advances in the field--gives clinicians, educators, and students a new understanding of what …
EEG-based emotion recognition in music listening
Ongoing brain activity can be recorded as electroen-cephalograph (EEG) to discover the
links between emotional states and brain activity. This study applied machine-learning …
links between emotional states and brain activity. This study applied machine-learning …
Emotion classification based on gamma-band EEG
In this paper, we use EEG signals to classify two emotions-happiness and sadness. These
emotions are evoked by showing subjects pictures of smile and cry facial expressions. We …
emotions are evoked by showing subjects pictures of smile and cry facial expressions. We …
A review on the computational methods for emotional state estimation from the human EEG
A growing number of affective computing researches recently developed a computer system
that can recognize an emotional state of the human user to establish affective human …
that can recognize an emotional state of the human user to establish affective human …