research framework begun in Washington University in St. Louis, 2025
This project develops an explainable machine learning framework for cognitive neuroscience. The goal is to learn complex relationships between neural signals and cognitive behavior, then explain model decisions in a way that supports scientific interpretation rather than only predictive performance.
innovation project begun in Department of Biomedical Engineering, 2025
Algorithms 
in MATLAB for objectively and automatically localizing intracranial contac, based on CT images, MRI images, and freesurfer segmentation.
scientific thought begun in Washington University in St. Louis, CINT, 2019
The central pattern generator plays an important role in motor execution. I am fascinated by the involvement of rhythm in central nervous system processing, for example, Neuronal oscillation, heart beat, respiration, motor neuron patterned firing. The question is: can we modulate the rhythmic dynamic to enhance coordination and improve rehabilitation from neurological disorder, hemiparesis for example?
innovation project begun in CentraleSupélec, CENTRE DE VISION NUMERIQUE (CVN), 2019
This project is served as an example about representing energy function as multi-layer graph.