MMPI Net: A Novel Multimodal Model Considering the Similarities Between Perception and Imagination for Image evoked EEG Decoding Abstract In recent years, non-invasive electroencephalography (EEG) has been widely used to decode high-level cognitive functions such as visual perception and imagination. The processes of visual per... Cognitive Research EEG Multimodal Mar 24, 2025 Publication
Investigating Virtual Reality for Alleviating Human-Computer Interaction Fatigue: A Multimodal Assessment and Comparison with Flat Video Abstract Studies have shown that prolonged Human-Computer Interaction (HCI) fatigue can increase the risk of mental illness and lead to a higher probability of errors and accidents during operations. ... EEG Multimodal eego sports Mar 10, 2025 Publication
Neuroimaging features for cognitive fatigue and its recovery with VR intervention: An EEG microstates analysis Abstract Highlights VR intervention was used for cognitive fatigue recovery, and the changes of EEG microstates were further explored. • Mean accuracy rate (MAR) increased and mean response time (MRT)... Cognitive Research EEG Multimodal eego mylab Jan 26, 2025 Publication
A Multimodal Deep Learning Framework for Improved Parkinson’s Disease Detection Using Biosignals: A BioVRSea Paradigm Study Abstract Electroencephalography (EEG), electromyography (EMG), and center of pressure (CoP) signals cap- ture complementary aspects of motor and postural control. These modalities have recently emerge... Clinical Research EMG Multimodal Thesis waveguard Jan 1, 2025 Publication