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.
Original language | English (US) |
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Article number | 8768342 |
Pages (from-to) | 64-72 |
Number of pages | 9 |
Journal | IEEE Micro |
Volume | 39 |
Issue number | 5 |
DOIs | |
State | Published - Sep 1 2019 |
ASJC Scopus subject areas
- Software
- Hardware and Architecture
- Electrical and Electronic Engineering