Brain mechanisms of aging and neurodegenerative diseases in cognitive and emotional functions, and corresponding cognitive behavioral intervention methods.
Research interests: EEG & EMG signal analysis, brain computer interface, stroke rehabilitation
Brain Science and Neuronal Engineering Develop algorithms such as rich club organization (large-scale network) based on fMRI, DTI, machine-learning, and graph theory to investigate neural degenerative diseases Cognitive Neuroscience Reveal brain retinotopy and somatotopy to further understand human cognitive mechanism Develop MR-compatible device to achieve wide view-field and precise tactile sense Develop wearable device and projects for neural feedback to treat neural degenerative diseases
Mathematical Development; Mild Cognitive Impairment; Neuroscience
fMRI, neural mechanisms of language processing, neuromodulation
Cognitive flexibility; Computational neuroscience; Deep reinforcement learning and artificial neural networks; Neural mechanism of the cognitive map