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[HTML][HTML] A systematic review on automated human emotion recognition using electroencephalogram signals and artificial intelligence
Abstract Brain-Computer Interaction (BCI) system intelligence has become more dependent
on electroencephalogram (EEG)-based emotion recognition because of the numerous …
on electroencephalogram (EEG)-based emotion recognition because of the numerous …
TSception: Capturing temporal dynamics and spatial asymmetry from EEG for emotion recognition
The high temporal resolution and the asymmetric spatial activations are essential attributes
of electroencephalogram (EEG) underlying emotional processes in the brain. To learn the …
of electroencephalogram (EEG) underlying emotional processes in the brain. To learn the …
Emotion recognition from EEG signal focusing on deep learning and shallow learning techniques
Recently, electroencephalogram-based emotion recognition has become crucial in enabling
the Human-Computer Interaction (HCI) system to become more intelligent. Due to the …
the Human-Computer Interaction (HCI) system to become more intelligent. Due to the …
[HTML][HTML] A coordinate-based meta-analysis of music-evoked emotions
S Koelsch - NeuroImage, 2020 - Elsevier
Since the publication of the first neuroscience study investigating emotion with music about
two decades ago, the number of functional neuroimaging studies published on this topic has …
two decades ago, the number of functional neuroimaging studies published on this topic has …
Neural decoding of music from the EEG
I Daly - Scientific Reports, 2023 - nature.com
Neural decoding models can be used to decode neural representations of visual, acoustic,
or semantic information. Recent studies have demonstrated neural decoders that are able to …
or semantic information. Recent studies have demonstrated neural decoders that are able to …
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 …
Quality standards and recommendations for research in music and neuroplasticity
E Papatzikis, M Agapaki, RN Selvan… - Annals of the New …, 2023 - Wiley Online Library
Research on how music influences brain plasticity has gained momentum in recent years.
Considering, however, the nonuniform methodological standards implemented, the findings …
Considering, however, the nonuniform methodological standards implemented, the findings …
[HTML][HTML] Cortical patterns of pleasurable musical chills revealed by high-density EEG
T Chabin, D Gabriel, T Chansophonkul… - Frontiers in …, 2020 - frontiersin.org
Music has the capacity to elicit strong positive feelings in humans by activating the brain's
reward system. Because group emotional dynamics is a central concern of social …
reward system. Because group emotional dynamics is a central concern of social …
A survey of brain network analysis by electroencephalographic signals
Brain network analysis is one efficient tool in exploring human brain diseases and can
differentiate the alterations from comparative networks. The alterations account for time …
differentiate the alterations from comparative networks. The alterations account for time …
[HTML][HTML] Localization of deep brain activity with scalp and subdural EEG
To what extent electrocorticography (ECoG) and electroencephalography (scalp EEG) differ
in their capability to locate sources of deep brain activity is far from evident. Compared to …
in their capability to locate sources of deep brain activity is far from evident. Compared to …