Search Results for author: Zhong Yin

Found 5 papers, 1 papers with code

SCVCNet: Sliding cross-vector convolution network for cross-task and inter-individual-set EEG-based cognitive workload recognition

1 code implementation21 Sep 2023 Qi Wang, Li Chen, Zhiyuan Zhan, Jianhua Zhang, Zhong Yin

This paper presents a generic approach for applying the cognitive workload recognizer by exploiting common electroencephalogram (EEG) patterns across different human-machine tasks and individual sets.


Temporal-spatial Representation Learning Transformer for EEG-based Emotion Recognition

no code implementations16 Nov 2022 Zhe Wang, Yongxiong Wang, Chuanfei Hu, Zhong Yin, Yu Song

Both the temporal dynamics and spatial correlations of Electroencephalogram (EEG), which contain discriminative emotion information, are essential for the emotion recognition.

EEG Emotion Recognition +1

Locally temporal-spatial pattern learning with graph attention mechanism for EEG-based emotion recognition

no code implementations19 Aug 2022 Yiwen Zhu, Kaiyu Gan, Zhong Yin

In the LTS-GAT, a divide-and-conquer scheme was used to examine local information on temporal and spatial dimensions of EEG patterns based on the graph attention mechanism.

EEG Emotion Recognition +1

Cross-individual Recognition of Emotions by a Dynamic Entropy based on Pattern Learning with EEG features

no code implementations26 Sep 2020 Xiaolong Zhong, Zhong Yin

Use of the electroencephalogram (EEG) and machine learning approaches to recognize emotions can facilitate affective human computer interactions.

BIG-bench Machine Learning EEG +1

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