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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 …
EEG‐based emotion recognition: a state‐of‐the‐art review of current trends and opportunities
NS Suhaimi, J Mountstephens… - Computational …, 2020 - Wiley Online Library
Emotions are fundamental for human beings and play an important role in human cognition.
Emotion is commonly associated with logical decision making, perception, human …
Emotion is commonly associated with logical decision making, perception, human …
[HTML][HTML] Emotion recognition in immersive virtual reality: From statistics to affective computing
Emotions play a critical role in our daily lives, so the understanding and recognition of
emotional responses is crucial for human research. Affective computing research has mostly …
emotional responses is crucial for human research. Affective computing research has mostly …
Feature extraction and selection for emotion recognition from electrodermal activity
Electrodermal activity (EDA) is indicative of psychological processes related to human
cognition and emotions. Previous research has studied many methods for extracting EDA …
cognition and emotions. Previous research has studied many methods for extracting EDA …
Review on emotion recognition based on electroencephalography
H Liu, Y Zhang, Y Li, X Kong - Frontiers in Computational …, 2021 - frontiersin.org
Emotions are closely related to human behavior, family, and society. Changes in emotions
can cause differences in electroencephalography (EEG) signals, which show different …
can cause differences in electroencephalography (EEG) signals, which show different …
Fundamentals, recent advances, and future challenges in bioimpedance devices for healthcare applications
This work develops a thorough review of bioimpedance systems for healthcare applications.
The basis and fundamentals of bioimpedance measurements are described covering issues …
The basis and fundamentals of bioimpedance measurements are described covering issues …
Audiovisual emotion recognition in wild
People express emotions through different modalities. Utilization of both verbal and
nonverbal communication channels allows to create a system in which the emotional state is …
nonverbal communication channels allows to create a system in which the emotional state is …
NeuroSense: Short-term emotion recognition and understanding based on spiking neural network modelling of spatio-temporal EEG patterns
Emotion recognition still poses a challenge lying at the core of the rapidly growing area of
affective computing and is crucial for establishing a successful human–computer interaction …
affective computing and is crucial for establishing a successful human–computer interaction …
A deep-learning model for subject-independent human emotion recognition using electrodermal activity sensors
F Al Machot, A Elmachot, M Ali, E Al Machot… - Sensors, 2019 - mdpi.com
One of the main objectives of Active and Assisted Living (AAL) environments is to ensure
that elderly and/or disabled people perform/live well in their immediate environments; this …
that elderly and/or disabled people perform/live well in their immediate environments; this …
Convolutional neural network based emotion classification using electrodermal activity signals and time-frequency features
In this work, an attempt has been made to classify emotional states using Electrodermal
Activity (EDA) signals and Convolutional Neural Network (CNN) learned features. The EDA …
Activity (EDA) signals and Convolutional Neural Network (CNN) learned features. The EDA …