Efficient Probabilistic Computing with Stochastic Perovskite Nickelates Article Swipe
Tae Joon Park
,
Kemal Selçuk
,
Haitian Zhang
,
Sukriti Manna
,
Rohit Batra
,
Qi Wang
,
Haoming Yu
,
Subramanian K. R. S. Sankaranarayanan
,
Hua Zhou
,
Kerem Y. Çamsarı
,
Shriram Ramanathan
·
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2208.14408
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2208.14408
Probabilistic computing has emerged as a viable approach to solve hard optimization problems. Devices with inherent stochasticity can greatly simplify their implementation in electronic hardware. Here, we demonstrate intrinsic stochastic resistance switching controlled via electric fields in perovskite nickelates doped with hydrogen. The ability of hydrogen ions to reside in various metastable configurations in the lattice leads to a distribution of transport gaps. With experimentally characterized p-bits, a shared-synapse p-bit architecture demonstrates highly-parallelized and energy-efficient solutions to optimization problems such as integer factorization and Boolean-satisfiability. The results introduce perovskite nickelates as scalable potential candidates for probabilistic computing and showcase the potential of light-element dopants in next-generation correlated semiconductors.
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Metadata
- Type
- preprint
- Language
- en
- Landing Page
- http://arxiv.org/abs/2208.14408
- https://arxiv.org/pdf/2208.14408
- OA Status
- green
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4294057489
All OpenAlex metadata
Raw OpenAlex JSON
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https://openalex.org/W4294057489Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.48550/arxiv.2208.14408Digital Object Identifier
- Title
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Efficient Probabilistic Computing with Stochastic Perovskite NickelatesWork title
- Type
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preprintOpenAlex work type
- Language
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enPrimary language
- Publication year
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2022Year of publication
- Publication date
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2022-08-30Full publication date if available
- Authors
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Tae Joon Park, Kemal Selçuk, Haitian Zhang, Sukriti Manna, Rohit Batra, Qi Wang, Haoming Yu, Subramanian K. R. S. Sankaranarayanan, Hua Zhou, Kerem Y. Çamsarı, Shriram RamanathanList of authors in order
- Landing page
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https://arxiv.org/abs/2208.14408Publisher landing page
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https://arxiv.org/pdf/2208.14408Direct link to full text PDF
- Open access
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YesWhether a free full text is available
- OA status
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greenOpen access status per OpenAlex
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https://arxiv.org/pdf/2208.14408Direct OA link when available
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Probabilistic logic, Computer science, Scalability, Perovskite (structure), Distributed computing, Theoretical computer science, Chemistry, Database, Crystallography, Artificial intelligenceTop concepts (fields/topics) attached by OpenAlex
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0Total citation count in OpenAlex
- Related works (count)
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10Other works algorithmically related by OpenAlex
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