Examine GenAI image production process through simultaneous EEG and eye movement recording
Project Description
We will measure participants’ EEGs (brain waves) and eye movement behavior when they look at text prompts and imagine the corresponding image, when they look at the images generated by Generative AI given corresponding text prompts, and when they imagine the images generated by the Generative AI. The data will be used to decode the viewed images from the text prompt, EEG and eye movement data.
Supervisor
HSIAO, Janet Hui-wen
Quota
3
Course type
UROP1100
Applicant's Roles
The applicant will be in charge of collecting EEG and eye movement data.
Applicant's Learning Objectives
The applicant will learn about how about use EEG and eye tracker systems to perform simultaneous recording. Depending on the applicant's interests, the applicant may also learn about EEG and eye movement data analysis as well as decoding techniques using machine learning methods.
Complexity of the project
Challenging