Large‐Scale Cardiac Muscle Cell‐Based Coupled Oscillator Network for Vertex Coloring Problem

نویسندگان

چکیده

Modern computers require an exponential increase in resources when solving computationally hard problems, motivating the need for alternative computing platform to solve such problems energy-efficient manner. Vertex coloring, a nondeterministic polynomial time (NP-hard) combinatorial optimization problem, is one problem. Herein, experimental demonstration of using cardiac cell-based bio-oscillator network coupling dynamics vertex coloring problem various scales graphs simple cell patterning method construct scalable and controlled networks presented. Although there are limitations these cells as oscillators, their low frequency compared complementary metal–oxide–semiconductor (CMOS) that result longer processing times, accuracy large graph instances, significantly less amount energy consumption, ease fabrication potential extend this system massively parallel 3D structures make bio-oscillators promising new collective applications.

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ژورنال

عنوان ژورنال: Advanced intelligent systems

سال: 2023

ISSN: ['2640-4567']

DOI: https://doi.org/10.1002/aisy.202200356