Simulating and estimating the behavior of a neuromorphic co-processor
Neuromorphic computing represents one technology likely to be incorporated into future
supercomputers. In this work, we present initial results on a potential neuromorphic co-
processor, including a preliminary device design that includes memristors, estimates on
energy usage for the co-processor, and performance of an on-line learning mechanism. We
also present a high-level co-processor simulator used to estimate the performance of the
neuromorphic co-processor on real applications. We discuss future use-cases of a potential …
supercomputers. In this work, we present initial results on a potential neuromorphic co-
processor, including a preliminary device design that includes memristors, estimates on
energy usage for the co-processor, and performance of an on-line learning mechanism. We
also present a high-level co-processor simulator used to estimate the performance of the
neuromorphic co-processor on real applications. We discuss future use-cases of a potential …
Simulating and Estimating the Behavior of a Neuromorphic Co-Processor. In: PMES'17 Proceedings of the Second International Workshop on Post Moores Era …
Neuromorphic computing represents one technology likely to be incorporated into future
supercomputers. In this work, we present initial results on a potential neuromorphic co-
processor, including a preliminary device design that includes memristors, estimates on
energy usage for the co-processor, and performance of an on-line learning mechanism. We
also present a high-level co-processor simulator used to estimate the performance of the
neuromorphic co-processor on real applications. We discuss future use-cases of a potential …
supercomputers. In this work, we present initial results on a potential neuromorphic co-
processor, including a preliminary device design that includes memristors, estimates on
energy usage for the co-processor, and performance of an on-line learning mechanism. We
also present a high-level co-processor simulator used to estimate the performance of the
neuromorphic co-processor on real applications. We discuss future use-cases of a potential …
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