![]() The process to generate the AI algorithm was guided by two underlying goals: (1) to improve overall system performance by combining discrete models using a prediction voting scheme, and (2) to favor model diversity within these new neural network ensembles, as opposed to individual model performance. Ji Liu of Stony Brook University to leverage artificial intelligence (AI), creating a synthetic “brain” to decode biological neural hardware. To address the shortcomings of current noninvasive neural monitoring techniques, I worked alongside Dr. The physical blueprints of the prosthesis itself are the product of more than 75 design iterations with the help of funding and mentorship from PolySpectra, Inc., a laser-forged cyclic olefin resin-based polymer was employed to achieve maximum durability. To address these concerns, my project developed the world’s first ultra-low cost, noninvasive, transhumeral neuroprosthesis. As a result, adoption rates remain low despite the significantly increased quality of life. Some of the most urgent challenges in upper limb prosthetics include the lack of effective control systems, the high-risk brain surgery associated with mind-controlled limbs, and incredibly prohibitive costs. I was recognized this past year as a Finalist in the Regeneron Science Talent Search and was honored by the White House as a 2022 United States Presidential Scholar. I’m also a professionally-published writer and literary author my work has been recognized by the New York Times, Writer’s Digest, and numerous other organizations. In addition, I’ve achieved top finishes in numerous international violin competitions I was recently invited to perform a solo at Carnegie Hall. I’ve first authored numerous original papers, several of which are heading for the world’s top peer-reviewed publications. Outside of school, I performed in five different orchestras, played on the national junior squash circuit, wrote for numerous literary journals, and competed on TV as the founder of Potomac’s It’s Academic team.Īs a researcher, I’ve won more than 25 national and international awards. I recently graduated from the Potomac School in McLean, VA, where I served as Student Body President. Beyond my pursuits in engineering, I’m an avid violinist, writer, trivia enthusiast, and DC sports fan. My name is Ben Choi, and I’m an incoming first-year student at Harvard University. ![]()
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