Applied Mathematics, Statistics, and Machine Learning

Neuro-prosthetic system, Integrated circuit design for neural stimulation

Object-Oriented Programming

Brain Computer Interface, Visual neural prosthesis

neural engineering, Bio-MEMS/NEMS(Micro/Nano Electro Mechanical System), neuroscience, electrophysiology, electronic materials, electronic materials processing and design, fabrication technology

3D microelectrode arrays, hydrogels, and conducting polymers for retinal implant devices

fabrication

Matlab

Application object detection skills on prosthetic vision

Cognitive-related machine learning

Instance segmentation, anomaly detection GAN-based methods on image

Interneuronal correlations of electrically-evoked responses

3D retinal implant devices, neuromodulation, MEA recording

3D retinal implant devices using carbon nanotube bundles

Correlation level of visually-evoked and electrically-evoked spiking patterns

Creation and modification of human perceptual, sensational and cognitive capabilities

Animal behavioral test

Optimization of MATLAB code for artifact removal and spike detection

Retinal prosthesis, neuromodulation