Using machine learning to conduct brain state classification at real-time on EEG/fNIRS/fMRI data.

This project is sponsored by Department of Statistics.

Faculty Advisors

  • Professor Xiaofu He
  • Department/School: Psychiatry/CUMC
  • Location: CUMC

Project timeline

  • Start date: 06/25/2018
  • End date: 08/24/2018
  • Number of hours per week of research expected: >20

Candidate requirements

  • Skill sets: Machine learning (such as SVM and deep learning), image processing & analysis, statistics (such as regression), and programming (shell script, Matlab, and Python)
  • Student eligibility (as of Spring 2018): freshman, sophomore, junior, senior, master’s
  • International students on F1 or J1 visa: eligible