Logically Synthesized Invertible Logic Based on Many-body Effects with Probabilistic-bit Implementation

Yihan He, Chao Fang, Sheng Luo, Gengchiau Liang*

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Based on the physics-inspired many-body effects, we propose a promising design for Boltzmann machine-based invertible logic (IL) implemented with probabilistic bits. Simple conventional XNOR gates are selected to implement the many-body interactions. We first present the family design of the many-body-based IL, further proving the composability with large-scale integer factorizers (IFs) consisting of fundamental IL gates. The many-body IL design induces degeneracy in energy landscapes, boosting accuracy efficiency significantly. For a logically synthesized 6-bit × 6-bit IF, the accuracy is enhanced from 4.430% to 88.85%.

Original languageEnglish
Title of host publication2023 Silicon Nanoelectronics Workshop, SNW 2023
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages39-40
Number of pages2
ISBN (Electronic)9784863488083
DOIs
StatePublished - 2023
Event26th Silicon Nanoelectronics Workshop, SNW 2023 - Kyoto, Japan
Duration: 11 Jun 202312 Jun 2023

Publication series

Name2023 Silicon Nanoelectronics Workshop, SNW 2023

Conference

Conference26th Silicon Nanoelectronics Workshop, SNW 2023
Country/TerritoryJapan
CityKyoto
Period11/06/2312/06/23

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