BenchNN: On the broad potential application scope of hardware neural network accelerators

Abstract

Recent technology trends have indicated that, although device sizes will continue to scale as they have in the past, supply voltage scaling has ended. As a result, future chips can no longer rely on simply increasing the operational core count to improve performance without surpassing a reasonable power budget. Alternatively, allocating die area towards… (More)
DOI: 10.1109/IISWC.2012.6402898

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