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Journal of Neural Engineering|January 12, 2026
Breaking the performance barrier in deep learning-based SSVEP-BCIs: A joint frequency-phase training strategyWenlong Ding, Xun Chen, Aiping LiuIEEE Transactions on Neural Systems and Rehabilitation Engineering : a Publication of the IEEE Engineering in Medicine and Biology Society|February 19, 2024
A Novel Data Augmentation Approach Using Mask Encoding for Deep Learning-Based Asynchronous SSVEP-BCIWenlong Ding, Aiping Liu, Ling Guan, et al.Journal of Neural Engineering|May 16, 2025
Data augmentation using masked principal component representation for deep learning-based SSVEP-BCIsWenlong Ding, Aiping Liu, Longlong Cheng, et al.IEEE Transactions on Bio-Medical Engineering|September 10, 2024
Enhancing Domain Diversity of Transfer Learning-Based SSVEP-BCIs by the Reconstruction of Channel CorrelationWenlong Ding, Aiping Liu, Chengjuan Xie, et al.Cognitive Neurodynamics|May 29, 2025
Reducing calibration efforts of SSVEP-BCIs by shallow fine-tuning-based transfer learningWenlong Ding, Aiping Liu, Xingui Chen, et al.IEEE Transactions on Bio-Medical Engineering|January 30, 2026
Data Augmentation for Subject-Independent SSVEP-BCIs via Simultaneous Spatial-Energy RepresentationWenlong Ding, Aiping Liu, Le Wu, et al.Sensors (Basel, Switzerland)|September 22, 2015
A Novel Phonology- and Radical-Coded Chinese Sign Language Recognition Framework Using Accelerometer and Surface Electromyography SensorsJuan Cheng, Xun Chen, Aiping Liu, et al.Journal of Neuroscience Methods|August 16, 2022
A L1 normalization enhanced dynamic window method for SSVEP-based BCIsWeizhi Zhou, Aiping Liu, Le Wu, et al.IEEE Transactions on Neural Systems and Rehabilitation Engineering : a Publication of the IEEE Engineering in Medicine and Biology Society|November 20, 2023
Alignment-Enhanced Interactive Fusion Model for Complete and Incomplete Multimodal Hand Gesture RecognitionShengcai Duan, Le Wu, Aiping Liu, et al.IEEE Journal of Biomedical and Health Informatics|March 28, 2025
A Flexible Spatio-Temporal Architecture Design for Artifact Removal in EEG with Arbitrary Channel-SettingsYilin Han, Aiping Liu, Heng Cui, et al.Pageof 121