Yi Ding
Zitiert von
Zitiert von
TSception: Capturing Temporal Dynamics and Spatial Asymmetry from EEG for Emotion Recognition
Y Ding, N Robinson, S Zhang, Q Zeng, C Guan
IEEE Transactions on Affective Computing, 1-13, 2022
TSception: A Deep Learning Framework for Emotion Detection Using EEG
Y Ding, N Robinson, Q Zeng, D Chen, AAP Wai, TS Lee, C Guan
2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020
LGGNet: Learning from Local-global-graph Representations for Brain-computer Interface
Y Ding, N Robinson, C Tong, Q Zeng, C Guan
IEEE Transactions on Neural Networks and Learning Systems, 1-14, 2023
Continuous Emotion Recognition with Audio-visual Leader-follower Attentive Fusion
S Zhang*, Y Ding*, Z Wei*, C Guan
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
Continuous Emotion Recognition using Visual-audio-linguistic information: A Technical Report for ABAW3
S Zhang, R An, Y Ding, C Guan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
Audio-visual Attentive Fusion for Continuous Emotion Recognition
S Zhang*, Y Ding*, Z Wei*, C Guan
arXiv preprint arXiv:2107.01175, 2021
TESANet: Self-attention network for olfactory EEG classification
C Tong, Y Ding, K Lim, Z Zhang, H Zhang, C Guan
2022 IEEE World Congress on Computational Intelligence (IJCNN), 18-23 July, 2022, 2022
Aggregating Intrinsic Information to Enhance BCI Performance through Federated Learning
R Liu, Y Chen, A Li, Y Ding, H Yu, C Guan
Neural Networks, 2024
GIGN: Learning Graph-in-graph Representations of EEG Signals for Continuous Emotion Recognition
Y Ding, C Guan
45th Annual International Conference of the IEEE Engineering in Medicine …, 2023
Learning Generalized Representations of EEG between Multiple Cognitive Attention Tasks
Y Ding*, NWJ Ang*, AAP Wai, C Guan
2021 43rd Annual International Conferences of the IEEE Engineering in …, 2021
MASA-TCN: Multi-anchor Space-aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion Recognition
Y Ding*, S Zhang*, C Tang, C Guan
IEEE Journal of Biomedical and Health Informatics, 2024
EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion Recognition
Y Ding, C Tong, S Zhang, M Jiang, Y Li, KLJ Liang, C Guan
arXiv preprint arXiv:2406.18345, 2024
Mental arousal level regulation system and method
C Guan, TS Lee, Y Ding, N Robinson, SH Poon, XB Lin, P Bilgin, ...
US Patent App. 18/557,090, 2024
Leveraging Temporal Dependency for Cross-subject-MI BCIs by Contrastive Learning and Self-attention
H Sun, Y Ding, J Bao, K Qin, C Tong, J Jin, C Guan
Neural Networks, 106470, 2024
TASA: Temporal Attention with Spatial Autoencoder Network for Odor-induced Emotion Classification Using EEG
C Tong, Y Ding, Z Zhang, H Zhang, KJL Lim, C Guan
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024
EEG-Deformer: A Dense Convolutional Transformer for Brain-computer Interfaces
Y Ding, Y Li, H Sun, R Liu, C Tong, C Guan
arXiv preprint arXiv:2405.00719, 2024
Personalized Brain-Computer Interface-based Intervention for Mindful Anxiety Regulation in Young Adults: A Randomized Clinical Trial
WJ Tan*, Y Ding*, BX Lin*, N Robinson, Q Zeng, S Zhang, AAP Wai, ...
medRxiv, 2024.03. 01.24303187, 2024
MTDN: Learning Multiple Temporal Dynamics Representation for Emotional Valence Classification with EEG.
C Tong, Y Ding, KJ Lim, C Guan
45th Annual International Conference of the IEEE Engineering in Medicine …, 2023
Neurophysiology-inspired Neural Networks for Affective Brain-computer Interfaces
Y Ding
Nanyang Technological University, Singapore, 2023
Motor-Controlled Spindle (MCS) Detection for Primate in BCI System
D Chen, R So, Y Ding, C Guan
2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 433-436, 2019
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