LGGNet: Learning From Local-Global-Graph Representations for Brain-Computer Interface.
IEEE Trans. Neural Networks Learn. Syst., July, 2024
MASA-TCN: Multi-Anchor Space-Aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion Recognition.
IEEE J. Biomed. Health Informatics, July, 2024
Leveraging temporal dependency for cross-subject-MI BCIs by contrastive learning and self-attention.
Neural Networks, 2024
Aggregating intrinsic information to enhance BCI performance through federated learning.
Neural Networks, 2024
EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion Recognition.
CoRR, 2024
EEG-Deformer: A Dense Convolutional Transformer for Brain-computer Interfaces.
CoRR, 2024
TSception: Capturing Temporal Dynamics and Spatial Asymmetry From EEG for Emotion Recognition.
IEEE Trans. Affect. Comput., 2023
MTDN: Learning Multiple Temporal Dynamics Representation for Emotional Valence Classification with EEG.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
GIGN: Learning Graph-in-graph Representations of EEG Signals for Continuous Emotion Recognition.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
TESANet: Self-attention network for olfactory EEG classification.
Proceedings of the International Joint Conference on Neural Networks, 2022
Continuous Emotion Recognition using Visual-audio-linguistic Information: A Technical Report for ABAW3.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
Audio-visual Attentive Fusion for Continuous Emotion Recognition.
CoRR, 2021
LGGNet: Learning from Local-Global-Graph Representations for Brain-Computer Interface.
CoRR, 2021
TSception: Capturing Temporal Dynamics and Spatial Asymmetry from EEG for Emotion Recognition.
CoRR, 2021
Continuous Emotion Recognition with Audio-visual Leader-follower Attentive Fusion.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Learning Generalized Representations of EEG between Multiple Cognitive Attention Tasks.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
TSception: A Deep Learning Framework for Emotion Detection Using EEG.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Motor-Controlled Spindle (MCS) Detection for Primate in BCI System.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
Intracortical Activity decoding of motor imagery based on Deep Convolutional Neural Network: a Pilot Study.
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019