Mingu Kang, Sungmin Lim, et al.
IEEE JESTCS
Paper
An Energy-Efficient Programmable Mixed-Signal Accelerator for Machine Learning Algorithms
Abstract
We propose PROMISE, the first end-to-end design of a PROgrammable MIxed-Signal accElerator from Instruction Set Architecture to high-level language compiler for acceleration of diverse machine learning algorithms by exploiting the advantage of the superior energy efficiency from analog/mixed-signal processing.
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