mlsanityData to 14 Oct 2026

Creating Electronic Oscillator-based Ising Machines without External Injection Locking

arXiv 2108.10499 ↗First posted 24 Aug 2021cs.ET cs.SY eess.SYcited by 1

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Abstract (arXiv)

Coupled electronic oscillators have recently been explored as a compact, integrated circuit- and room temperature operation- compatible hardware platform to design Ising machines. However, such implementations presently require the injection of an externally generated second-harmonic signal to impose the phase bipartition among the oscillators. In this work, we experimentally demonstrate a new electronic autaptic oscillator (EAO) that uses engineered feedback to eliminate the need for the generation and injection of the external second harmonic signal to minimize the Ising Hamiltonian. The feedback in the EAO is engineered to effectively generate the second harmonic signal internally. Using this oscillator design, we show experimentally, that a system of capacitively coupled EAOs exhibits the desired bipartition in the oscillator phases, and subsequently, demonstrate its application in solving the computationally hard Maximum Cut (MaxCut) problem. Our work not only establishes a new oscillator design aligned to the needs of the oscillator Ising machine but also advances the efforts to creating application specific analog computing platforms.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 24 Aug 2021.

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