Experiments with an oscillator based Ising machine
Fuente:
arXiv
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| Autori principali: | , |
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| Natura: | Preprint |
| Pubblicazione: |
2025
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| _version_ | 1866917914396852224 |
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| author | Roy, Shrish Ulmann, Bernd |
| author_facet | Roy, Shrish Ulmann, Bernd |
| contents | Interest in non-algorithmic, unconventional computing is rising in recent years due to more and more apparent short comings of classic stored-program digital computers, such as energy efficiency, degree of parallelism in computations, clock frequency limitations, integration density, silicon utilization, etc. One notable such unconventional approach are oscillator based Ising machines, i.e., systems consisting of a number of oscillators which can be coupled in order to create an analogue for some problem to be solved, while the actual information is encoded in the phase relationships of these oscillators with respect to some reference (typically one of these oscillators). It has been shown that machines of this type are capable of solving NP-hard problems such as max-cut, etc. In the following an experimental Ising machine is presented together with experimental results obtained from this machine. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2502_03167 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Experiments with an oscillator based Ising machine Roy, Shrish Ulmann, Bernd Emerging Technologies Adaptation and Self-Organizing Systems 68 B.m; C.3; F.1.2 Interest in non-algorithmic, unconventional computing is rising in recent years due to more and more apparent short comings of classic stored-program digital computers, such as energy efficiency, degree of parallelism in computations, clock frequency limitations, integration density, silicon utilization, etc. One notable such unconventional approach are oscillator based Ising machines, i.e., systems consisting of a number of oscillators which can be coupled in order to create an analogue for some problem to be solved, while the actual information is encoded in the phase relationships of these oscillators with respect to some reference (typically one of these oscillators). It has been shown that machines of this type are capable of solving NP-hard problems such as max-cut, etc. In the following an experimental Ising machine is presented together with experimental results obtained from this machine. |
| title | Experiments with an oscillator based Ising machine |
| topic | Emerging Technologies Adaptation and Self-Organizing Systems 68 B.m; C.3; F.1.2 |
| url | https://arxiv.org/abs/2502.03167 |