Solving combinatorial optimisation problems using oscillator based Ising machines

We present OIM (Oscillator Ising Machines), a new way to make Ising machines using networks of coupled self-sustaining nonlinear oscillators. OIM is theoretically rooted in a novel result that establishes that the phase dynamics of coupled oscillator systems, under the influence of subharmonic injec...

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Veröffentlicht in:	Natural computing 2021-06, Vol.20 (2), p.287-306
Hauptverfasser:	Wang, Tianshi, Wu, Leon, Nobel, Parth, Roychowdhury, Jaijeet
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial Intelligence CMOS Combinatorial analysis Complex Systems Computer Science Evolutionary Biology Frequency locking Graph coloring Ising model Liapunov functions Minima Optimization Oscillators Processor Architectures Theory of Computation
Online-Zugang:	Volltext
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