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Radioengineering
Article . 2025 . Peer-reviewed
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Digitální knihovna VUT
Article . 2025 . Peer-reviewed
https://dx.doi.org/10.48550/ar...
Article . 2024
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Accurate Modeling of Continuous-time SAT Solvers in SPICE

Authors: Pershin, Y. V.; Nguyen, D. C.;

Accurate Modeling of Continuous-time SAT Solvers in SPICE

Abstract

Recently, there has been an increasing interest in employing dynamical systems as solvers of NP-complete problems. In this paper, we present accurate implementations of two continuous-time dynamical solvers, known in the literature as analog SAT and digital memcomputing, using advanced numerical integration algorithms of SPICE circuit simulators. For this purpose, we have developed Python scripts that convert Boolean satisfiability (SAT) problems into electronic circuits representing the analog SAT and digital memcomputing dynamical systems. Our Python scripts process conjunctive normal form (CNF) files and create netlists that can be directly imported into LTspice. We explore the SPICE implementations of analog SAT and digital memcomputing solvers by applying these to a selected set of problems and present some interesting and potentially useful findings related to digital memcomputing and analog SAT. In this work, we also introduce networks of continuous-time solvers with potential applications extending beyond the solution of Boolean satisfiability problems.

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Keywords

SPICE, FOS: Computer and information sciences, 3-SAT, computing technology, Emerging Technologies (cs.ET), boolean satisfiability problem, Computer Science - Emerging Technologies, FOS: Physical sciences, nonlinear dynamical systems, Chaotic Dynamics (nlin.CD), Nonlinear Sciences - Chaotic Dynamics

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
Green
gold