TY - GEN
T1 - Logically Synthesized Invertible Logic Based on Many-body Effects with Probabilistic-bit Implementation
AU - He, Yihan
AU - Fang, Chao
AU - Luo, Sheng
AU - Liang, Gengchiau
N1 - Publisher Copyright:
© 2023 JSAP.
PY - 2023
Y1 - 2023
N2 - 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%.
AB - 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%.
UR - http://www.scopus.com/inward/record.url?scp=85167406212&partnerID=8YFLogxK
U2 - 10.23919/SNW57900.2023.10183978
DO - 10.23919/SNW57900.2023.10183978
M3 - Conference contribution
AN - SCOPUS:85167406212
T3 - 2023 Silicon Nanoelectronics Workshop, SNW 2023
SP - 39
EP - 40
BT - 2023 Silicon Nanoelectronics Workshop, SNW 2023
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 26th Silicon Nanoelectronics Workshop, SNW 2023
Y2 - 11 June 2023 through 12 June 2023
ER -