Spintronic devices as next-generation computation accelerators
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arXiv
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| Hauptverfasser: | , , , , |
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| Format: | Preprint |
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2024
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| _version_ | 1866929282942500864 |
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| author | González, Victor H. Litvinenko, Artem Kumar, Akash Khymyn, Roman Åkerman, Johan |
| author_facet | González, Victor H. Litvinenko, Artem Kumar, Akash Khymyn, Roman Åkerman, Johan |
| contents | The ever increasing demand for computational power combined with the predicted plateau for the miniaturization of existing silicon-based technologies has made the search for low power alternatives an industrial and scientifically engaging problem. In this work, we explore spintronics-based Ising machines as hardware computation accelerators. We start by presenting the physical platforms on which this emerging field is being developed, the different control schemes and the type of algorithms and problems on which these machines outperform conventional computers. We then benchmark these technologies and provide an outlook for future developments and use-cases that can help them get a running start for integration into the next generation of computing devices. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2403_13564 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Spintronic devices as next-generation computation accelerators González, Victor H. Litvinenko, Artem Kumar, Akash Khymyn, Roman Åkerman, Johan Mesoscale and Nanoscale Physics The ever increasing demand for computational power combined with the predicted plateau for the miniaturization of existing silicon-based technologies has made the search for low power alternatives an industrial and scientifically engaging problem. In this work, we explore spintronics-based Ising machines as hardware computation accelerators. We start by presenting the physical platforms on which this emerging field is being developed, the different control schemes and the type of algorithms and problems on which these machines outperform conventional computers. We then benchmark these technologies and provide an outlook for future developments and use-cases that can help them get a running start for integration into the next generation of computing devices. |
| title | Spintronic devices as next-generation computation accelerators |
| topic | Mesoscale and Nanoscale Physics |
| url | https://arxiv.org/abs/2403.13564 |