Evidence map›Paper›PMID 36991190›Full record

ArticleNature2023

Thousands of conductance levels in memristors integrated on CMOS.

Mingyi Rao, Hao Tang, Jiangbin Wu, Wenhao Song, Max Zhang, Wenbo Yin, Ye Zhuo, Fatemeh Kiani, Benjamin Chen, Xiangqi Jiang and 13 more

Abstract read
PubMed Publisher
In one paragraph

Article in Nature, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 111 papers.

0numbers the graph read from it
0cells of the map it votes in
111citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

111 citing papers in PubMed.

  1. Article
  2. Article
  3. A ScNature materials · 2026
    Article
  4. Article
  5. Article
  6. Review
  7. Article
  8. Article
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  13. Review
  14. Article
  15. Article
  16. Review
  17. Article
  18. Article
  19. Article
  20. Article

51 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

23 authors.

Mingyi Rao *TetraMem, Fremont, CA, USA.
Hao Tang *Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID http://orcid.org/0000-0002-6877-0226
Jiangbin Wu *Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA.ORCID http://orcid.org/0000-0002-8751-7082
Wenhao Song *Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA.ORCID http://orcid.org/0000-0001-9861-9298
Max ZhangTetraMem, Fremont, CA, USA.
Wenbo YinTetraMem, Fremont, CA, USA.
Ye ZhuoMing Hsieh Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA.ORCID http://orcid.org/0000-0002-1385-9039
Fatemeh KianiDepartment of Electrical and Computer Engineering, University of Massachusetts, Amherst, MA, USA.
Benjamin ChenDepartment of Electrical and Computer Engineering, University of Massachusetts, Amherst, MA, USA.
Xiangqi JiangTetraMem, Fremont, CA, USA.
Hefei LiuMing Hsieh Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA.ORCID http://orcid.org/0000-0001-6533-7112
Hung-Yu ChenMing Hsieh Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA.
Rivu MidyaDepartment of Electrical and Computer Engineering, University of Massachusetts, Amherst, MA, USA.
Fan YeDepartment of Electrical and Computer Engineering, University of Massachusetts, Amherst, MA, USA.
Hao JiangDepartment of Electrical and Computer Engineering, University of Massachusetts, Amherst, MA, USA.
Zhongrui WangDepartment of Electrical and Computer Engineering, University of Massachusetts, Amherst, MA, USA.ORCID http://orcid.org/0000-0003-2264-0677
Mingche WuTetraMem, Fremont, CA, USA.
Miao HuTetraMem, Fremont, CA, USA.ORCID http://orcid.org/0000-0002-6370-5564
Han WangMing Hsieh Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA.ORCID http://orcid.org/0000-0001-5121-3362
Qiangfei XiaTetraMem, Fremont, CA, USA.ORCID http://orcid.org/0000-0003-1436-8423
Ning GeTetraMem, Fremont, CA, USA.
Ju LiDepartment of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID http://orcid.org/0000-0002-7841-8058
J Joshua YangTetraMem, Fremont, CA, USA. jjoshuay@usc.edu.ORCID http://orcid.org/0000-0003-0671-6010

Funding

Army Research Office W911NF2120128National Science Foundation CMMI-1922206National Science Foundation CMMI-2240407US Airforce Research Laboratory FA9550-19-1-0213
6 · The paper itself

Abstract

Neural networks based on memristive devices

Identifiers

PMID36991190

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.