ESE Guest Seminar: “On-Device Probabilistic AI: From Gaussian Transistors to Light-Driven Spike Encoding”
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Room 221, Singh Center for Nanotechnology
3205 Walnut Street, Philadelphia, PA, United States
Emerging edge AI systems call for device-level approaches that are inherently low-power, secure, and capable of managing uncertainty. In this talk, I will share our recent exploratory efforts toward realizing on-device probabilistic intelligence using custom-designed semiconductor devices. I will introduce Gaussian transistors that support analog Gaussian activation and probabilistic inference by harnessing device-level variability. These […]



