2 papers
cs.LG2026
Fusion of Multiscale Features Via Centralized Sparse-attention Network for EEG Decoding
Xiangrui Cai, Shaocheng Ma, Lei Cao +3
Electroencephalography (EEG) signal decoding is a key technology that translates brain activity into executable commands, laying the foundation for direct brain-machine interfacing…
eess.SP2025
IncepFormerNet: A multi-scale multi-head attention network for SSVEP classification
Yan Huang, Yongru Chen, Lei Cao +4
In recent years, deep learning (DL) models have shown outstanding performance in EEG classification tasks, particularly in Steady-State Visually Evoked Potential(SSVEP)-based Brain…