An Energy-Efficient Programmable Mixed-Signal Accelerator for Machine Learning Algorithms | IEEE Journals & Magazine | IEEE Xplore

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 accelerat...Show More

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.
Published in: IEEE Micro ( Volume: 39, Issue: 5, 01 Sept.-Oct. 2019)
Page(s): 64 - 72
Date of Publication: 22 July 2019

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