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DTSTART:19700308T020000
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DTSTAMP:20260422T143138Z
LOCATION:B304
DTSTART;TZID=America/New_York:20241117T153000
DTEND;TZID=America/New_York:20241117T161500
UID:submissions.supercomputing.org_SC24_sess745_misc207@linklings.com
SUMMARY:Invited Talk: Neuromorphic Computing: From Edge to HPC
DESCRIPTION:Catherine Schuman (University of Tennessee, Knoxville)\n\nNeur
 omorphic computing is a popular technology for the future of computing.  N
 euromorphic systems have the opportunity to impact computing from the edge
  to HPC-scale systems. In this talk, I will overview the field of neuromor
 phic computing with a particular focus on challenges and opportunities in 
 using neuromorphic computers.  I will discuss neuromorphic applications fo
 r both machine learning and non-machine learning use cases, with applicati
 ons in physics, transportation, nuclear engineering, and graph learning.\n
 \nTag: Algorithms, Heterogeneous Computing\n\nRegistration Category: Works
 hop Reg Pass\n\nSession Chairs: Vassil Alexandrov (Hartree Centre, STFC); 
 Jack Dongarra (University of Tennessee, Knoxville; Oak Ridge National Labo
 ratory (ORNL)); Erik Draeger (Lawrence Livermore National Laboratory (LLNL
 ), Center for Applied Scientific Computing); Christian Engelmann (Oak Ridg
 e National Laboratory (ORNL)); and Dieter A. Kranzlmueller (Ludwig-Maxmili
 ans-Universität München, Leibniz Supercomputing Centre (LRZ))\n\n
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