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SUMMARY:ESE Seminar - "Computing Using Time"
DESCRIPTION:The development of computing systems able to address our ever-increasing needs\, especially as we reach the end of CMOS transistor scaling\, requires truly novel methods of computing. My research draws inspiration from biology\, rethinks the digital/analog boundary\, and challenges conventional wisdom\, which typically guides how we perform computation\, by reimagining the role of time. In this talk\, I firstly introduce a computational temporal logic that sets the foundation for temporal computing. Secondly\, I demonstrate how this foundation opens up unique ways in which we can work with sensors and design machine learning systems. Thirdly\, I describe how temporal operators provide answers to several long-lasting problems in pulse-based computing with emerging devices — specifically\, superconducting. Finally\, I touch upon future work with themes ranging from in-sensor online learning to hybrid quantum-classical computing and formally verifiable hardware.
URL:https://seasevents.nmsdev7.com/event/ese-seminar-computing-using-time/
LOCATION:Raisler Lounge (Room 225)\, Towne Building\, 220 South 33rd Street\, Philadelphia\, PA\, 19104\, United States
CATEGORIES:Seminar,Colloquium
ORGANIZER;CN="Electrical and Systems Engineering":MAILTO:eseevents@seas.upenn.edu
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