Neural Architecture Search with In‐Memory Multiply–Accumulate and In‐Memory Rank Based on Coating Layer Optimized C‐Doped Ge2Sb2Te5 Phase Change Memory (Adv. Funct. Mater. 15/2024) Article Swipe
Longhao Yan
,
Qingyu Wu
,
Xi Li
,
Chenchen Xie
,
Xilin Zhou
,
Yuqi Li
,
Daijing Shi
,
Lianfeng Yu
,
Teng Zhang
,
Yaoyu Tao
,
Bonan Yan
,
Min Zhong
,
Zhitang Song
,
Yuchao Yang
,
Ru Huang
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1002/adfm.202470083
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1002/adfm.202470083
Neural Architecture Search Neural architecture search (NAS) can design neural network models with better performance than manual design. However, the energy and time consumption of conventional software-based NAS are huge, hindering its development and applications. In article number 2300458, Zhitang Song, Yuchao Yang, Ru Huang, and co-workers report 4 Mb PCM chips that enable in-memory MAC and in-memory rank for efficient NAS. The PCM-based NAS improves the energy and time efficiency by 4779× and 123× compared with GPU.
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- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1002/adfm.202470083
- https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/adfm.202470083
- OA Status
- bronze
- Cited By
- 2
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4394680862
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4394680862Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1002/adfm.202470083Digital Object Identifier
- Title
-
Neural Architecture Search with In‐Memory Multiply–Accumulate and In‐Memory Rank Based on Coating Layer Optimized C‐Doped Ge2Sb2Te5 Phase Change Memory (Adv. Funct. Mater. 15/2024)Work title
- Type
-
articleOpenAlex work type
- Language
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enPrimary language
- Publication year
-
2024Year of publication
- Publication date
-
2024-04-01Full publication date if available
- Authors
-
Longhao Yan, Qingyu Wu, Xi Li, Chenchen Xie, Xilin Zhou, Yuqi Li, Daijing Shi, Lianfeng Yu, Teng Zhang, Yaoyu Tao, Bonan Yan, Min Zhong, Zhitang Song, Yuchao Yang, Ru HuangList of authors in order
- Landing page
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https://doi.org/10.1002/adfm.202470083Publisher landing page
- PDF URL
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https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/adfm.202470083Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
bronzeOpen access status per OpenAlex
- OA URL
-
https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/adfm.202470083Direct OA link when available
- Concepts
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Materials science, Doping, Layer (electronics), Coating, Artificial neural network, Phase (matter), Crystallography, Optoelectronics, Nanotechnology, Computer science, Artificial intelligence, Organic chemistry, ChemistryTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
2Total citation count in OpenAlex
- Citations by year (recent)
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2025: 1, 2024: 1Per-year citation counts (last 5 years)
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-
10Other works algorithmically related by OpenAlex
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