4 citations · 8 across the 4 of their papers we have counts for
4 papers
Temporal-spatial Representation Learning Transformer for EEG-based Emotion Recognition
Zhe Wang, Yongxiong Wang, Chuanfei Hu +2
Both the temporal dynamics and spatial correlations of Electroencephalogram (EEG), which contain discriminative emotion information, are essential for the emotion recognition. Howe…
Locally temporal-spatial pattern learning with graph attention mechanism for EEG-based emotion recognition
Yiwen Zhu, Kaiyu Gan, Zhong Yin
Technique of emotion recognition enables computers to classify human affective states into discrete categories. However, the emotion may fluctuate instead of maintaining a stable s…
Identification of mental fatigue in language comprehension tasks based on EEG and deep learning
Chunhua Ye, Zhong Yin, Chenxi Wu +4
Mental fatigue increases the risk of operator error in language comprehension tasks. In order to prevent operator performance degradation, we used EEG signals to assess the mental…
Cross-individual Recognition of Emotions by a Dynamic Entropy based on Pattern Learning with EEG features
Xiaolong Zhong, Zhong Yin
Use of the electroencephalogram (EEG) and machine learning approaches to recognize emotions can facilitate affective human computer interactions. However, the type of EEG data cons…