4 papers
Short-time Variational Mode Decomposition
Hao Jia, Pengfei Cao, Tong Liang +7
Variational mode decomposition (VMD) and its extensions like Multivariate VMD (MVMD) decompose signals into ensembles of band-limited modes with narrow central frequencies. These m…
Enabling Temporal-Spectral Decoding in Pre-movement Detection
Hao Jia, Feng Duan, Yu Zhang +2
Non-invasive brain-computer interfaces help the subjects to control external devices by brain intentions. The multi-class classification of upper limb movements can provide externa…
Improving Pre-movement Pattern Detection with Filter Bank Selection
Hao Jia, Zhe Sun, Feng Duan +3
Pre-movement decoding plays an important role in movement detection and is able to detect movement onset with low-frequency electroencephalogram (EEG) signals before the limb moves…
Towards Multi-class Pre-movement Classification
Hao Jia, Zhe Sun, Feng Duan +3
In non-invasive brain-computer interface systems, pre-movement decoding plays an important role in the detection of movement before limbs actually move. Movement-related cortical p…