Workshops Archive

Invited Talk: Opportunities for Neuromorphic Computing Co-Processors

Workshop: Workshop on Latest Advances in Scalable Algorithms for Large-Scale Heterogeneous Systems (ScalAH'22)

Authors: Catherine Schuman (University of Tennessee)

Abstract: Neuromorphic computing is a popular technology for the future of computing. Much of the focus in neuromorphic computing research and development has focused on new architectures, devices, and materials, rather than in the software, algorithms, and applications of these systems. In this talk, I will overview the field of neuromorphic computing with a particular focus on challenges and opportunities in using neuromorphic computers as co-processors. I will discuss neuromorphic applications for both machine learning and non-machine learning use cases.

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