What do visual prosthesis users see, and why? Clinical studies have shown that the vision provided by current devices differs substantially from normal sight.
Eirini Schoinas
(she/her)
Research Assistant
College of Creative Studies
University of California, Santa Barbara
Eirini Schoinas is currently an undergraduate pursuing a Computing degree in the College of Creative Studies, UC Santa Barbara. Since joining the Bionic Vision Lab in Fall 2023, she has mainly worked on developing computational models of visual prostheses and neural responses to electrical stimulation in the retina and brain.
Eirini is interested in brain-computer interfaces, computational modeling, and using machine learning and data science methods to understand the brain and visual system. She is fascinated by the limitless possibilities that open up as we better understand how the brain works and how this can change the ways we interact with computers. She presented some of her research at the IEEE Engineering in Medicine and Biology Conference in Copenhagen.
In her free time, she enjoys reading, hiking, and making art.
Honors & Awards
- Barry Goldwater Scholarship (2026)
- Honorable Mention, Outstanding Undergraduate Researcher Award, Computing Research Association (CRA) (2025–2026)
Education
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BS in Computing, 2027 (expected)
University of California, Santa Barbara
Project Lead
Publications
Evaluating deep human-in-the-loop optimization for retinal implants using sighted participants
We evaluate HILO using sighted participants viewing simulated prosthetic vision to assess its ability to optimize stimulation strategies under realistic conditions.
Eirini Schoinas, Adyah Rastogi, Anissa Carter, Jacob Granley, Michael Beyeler IEEE EMBC ‘25