2025
Speech Imagery Decoding Using EEG Signals and Deep Learning: A Survey.
IEEE Trans. Cogn. Dev. Syst., February, 2025
Attention Detection Using EEG Signals and Machine Learning: A Review.
Int. J. Autom. Comput., 2025
Enhanced Cognitive Load Detection in Air Traffic Control Operators Using EEG and a Hybrid Deep Learning Approach.
IEEE Access, 2025
BDANet: A Binary-Dimensional Aware Network with Multi-Wise Attention for Cognitive Workload Recognition.
Proceedings of the 13th International Conference on Brain-Computer Interface, 2025
2024
TFAC-Net: A Temporal-Frequential Attentional Convolutional Network for Driver Drowsiness Recognition With Single-Channel EEG.
IEEE Trans. Intell. Transp. Syst., July, 2024
MSTI-Former: A Multi-Scale Spatial-Temporal Information Enhanced Transformer for Attentive State Classification.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
A Dual-Branch Riemannian Learning Network for EEG Speech Imagery Decoding.
Proceedings of the Neural Information Processing - 31st International Conference, 2024
Liver Fibrosis Classification based on Multimodal Imaging Feature Fusion.
Proceedings of the 11th IEEE International Conference on Cyber Security and Cloud Computing, 2024
2023
Active learning for efficient analysis of high-throughput nanopore data.
Bioinform., January, 2023
Cross-Subject Cognitive Workload Recognition Based on EEG and Deep Domain Adaptation.
IEEE Trans. Instrum. Meas., 2023
Decoding the Continuous Motion Imagery Trajectories of Upper Limb Skeleton Points for EEG-Based Brain-Computer Interface.
IEEE Trans. Instrum. Meas., 2023
ASTDF-Net: Attention-Based Spatial-Temporal Dual-Stream Fusion Network for EEG-Based Emotion Recognition.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
2022
Cognitive Workload Recognition Using EEG Signals and Machine Learning: A Review.
IEEE Trans. Cogn. Dev. Syst., 2022
Multiband decomposition and spectral discriminative analysis for motor imagery BCI via deep neural network.
Frontiers Comput. Sci., 2022
Federated-Learning-based Hierarchical Diagnosis of Liver Fibrosis.
Proceedings of the 7th IEEE International Conference on Smart Cloud, SmartCloud 2022, 2022
Deep Domain Adaptation for EEG-Based Cross-Subject Cognitive Workload Recognition.
Proceedings of the Neural Information Processing - 29th International Conference, 2022
TcT: Temporal and channel Transformer for EEG-based Emotion Recognition.
Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022
2021
GBCI: Adaptive Frequency Band Learning for Gender Recognition in Brain-Computer Interfaces.
Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021
2020
Design of a Hardware Accelerator for Zero-Knowledge Proof in Blockchains.
Proceedings of the Smart Computing and Communication - 5th International Conference, 2020
2018
Simultaneous Estimation of Low- and High-Order Functional Connectivity for Identifying Mild Cognitive Impairment.
Frontiers Neuroinformatics, 2018