However, such LEMs are scarce and neglecting the potential in reconstruction tasks. Meanwhile, how to efficiently integrate temporal view and spectral view of EEG data has always been a focal point.

Sparse Matrix-Vector Multiplication (SpMV) on GPUs has gained significant attention because of SpMV's importance in modern applications and the increasing computing power of GPUs in the last decade.