A radial basis deformable residual convolutional neural model embedded with local multi-modal feature knowledge and its application in cross-subject classification. - Jingjing Li 005; Yanhong Zhou; Tiange Liu; Tzyy-Ping Jung; Xianglong Wan; Dingna Duan; Danyang Li 001; Hao Yu; Haiqing Song; Xianling Dong; Dong Wen 002 (Expert Syst. Appl., 2024)

A novel AI-driven EEG images emotion recognition generalized classification model for cross-subject analysis. - Jingjing Li 005; Ching-Hung Lee; Dingna Duan; Yanhong Zhou; Xueguang Xie; Xianglong Wan; Tiange Liu; Danyang Li 001; Hao Yu; W. Z. W. Hasan; Haiqing Song; Dong Wen 002 (Adv. Eng. Informatics, 2025)

DDformer: A spatio-temporal-frequency transformer with contrastive learning and data augmentation for robust EEG signals analysis in dementia diagnosis. - Wenlong Jiao; Xueguang Xie; Tzyy-Ping Jung; Jing Wang; Xianglong Wan; Dingna Duan; Hao Yu; Danyang Li 001; Haiqing Song; Dong Wen 002 (Expert Syst. Appl., 2026)

MFCSync: a multifractal-causal synchronization framework for spatiotemporal EEG feature extraction in cognitive assessment. - Shaochang Wang; Dingna Duan; Tzyy-Ping Jung; Xianglong Wan; Xueguang Xie; Suhan Cui; Hao Yu; Danyang Li 001; Tiange Liu; Haiqing Song; Dong Wen 002 (Expert Syst. Appl., 2026)

Mind-pinyin speller: A non-invasive brain-computer interface for efficient Chinese character input using EEG-based imagined handwriting. - Lingyu Wu; Tzyy-Ping Jung; Xiaojian Li; Yanhong Zhou; Xianglong Wan; Wenlong Jiao; Xueguang Xie; Dingna Duan; Tiange Liu; Hao Yu; Danyang Li 001; Xiaoling Li; et al. (Expert Syst. Appl., 2026)