FreqDGT is a novel deep learning framework for cross-subject EEG emotion recognition that addresses the fundamental challenges of individual variability and dynamic brain connectivity. Our model ...

Example structure of the dataset directory tree. If you find our work useful in your research or if you use parts of this code please consider citing our paper. @inproceedings{huang2025unified, title= ...

Abstract: Neural operators, such as graph neural operators (GNOs) and Fourier neural operators (FNOs), directly learn the mapping from any functional parametric dependence to the solution and have ...

Abstract: Auditory attention detection (AAD) from electroencephalography (EEG) signals has garnered significant interest for its potential in brain-computer interfaces and hearing aids. Nevertheless, ...

1 Language Academy, Faculty of Social Sciences and Humanities, Universiti Teknologi Malaysia, Kuala Lumpur, Malaysia 2 Department of Foreign Languages, Jining University, Jining, China This study ...

Introduction: Artificial intelligence (AI) has sparked a paradox in organizational behavior research: while it promises productivity gains, it simultaneously generates psychological strain and ...