Presentation
Invited Talk: Neuromorphic Computing: From Edge to HPC
DescriptionNeuromorphic computing is a popular technology for the future of computing. Neuromorphic systems have the opportunity to impact computing from the edge to HPC-scale systems. In this talk, I will overview the field of neuromorphic computing with a particular focus on challenges and opportunities in using neuromorphic computers. I will discuss neuromorphic applications for both machine learning and non-machine learning use cases, with applications in physics, transportation, nuclear engineering, and graph learning.