CODEX: Stochastic Encoding Method to Relax Resistive Crossbar Accelerator Design Requirements

Amirsoleimani, Amirali; Liu, Tony; Xu, Jianxiong; Alibart, Fabien; Beilliard, Yann; Ecoffey, Serge; Drouin, Dominique; Genov, Roman

doi:10.36227/techrxiv.14485215.v2

TCAS2_CODEX_Tony_Liu (4).pdf (3.86 MB)

CODEX: Stochastic Encoding Method to Relax Resistive Crossbar Accelerator Design Requirements

preprint

posted on 2021-07-06, 20:05 authored by Amirali AmirsoleimaniAmirali Amirsoleimani, Tony Liu, Jianxiong Xu, Fabien Alibart, Yann Beilliard, Serge Ecoffey, Dominique Drouin, Roman Genov

This paper is submitted to IEEE TCAS2. In this paper, A stochastic input encoding scheme (CODEX) is presented that aims to relax the digital-to-analog converter (ADC) design requirements in memristor crossbar systems.