Reducing Accuracy Loss from Radiation in Analog Memristive Chips for Image Recognition
Electrical Engineering
Team 38: Hoyeol Bae, Wataru Tamaki, Benjamin Tung, Justin Weidmann, Zach White
Summary
This project aims to use analog memristive chips to perform more efficient image recognition. However, conductance drift due to radiation greatly decreases its accuracy. By using techniques to compensate for drift and noise, we are able to improve its accuracy drastically for applications in space where radiation can be a problem.