Evidence map›Paper›PMID 28424457›Full record

ArticleScientific reports2017

Vertex coloring of graphs via phase dynamics of coupled oscillatory networks.

Abhinav Parihar, Nikhil Shukla, Matthew Jerry, Suman Datta, Arijit Raychowdhury

Erratum issuedAbstract read
In one paragraph

Article in Scientific reports, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 22 papers.

0numbers the graph read from it
0cells of the map it votes in
22citing 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

22 citing papers in PubMed.

  1. Review
  2. Article
  3. A CMOS-compatible oscillation-based VONature communications · 2024
    Article
  4. Article
  5. Review
  6. Article
  7. Article
  8. Article
  9. Linear Frequency Modulation of NbOFrontiers in neuroscience · 2022
    Article
  10. Article
  11. Article
  12. Article
  13. Oscillatory Neural Networks Using VOFrontiers in neuroscience · 2021
    Article
  14. Article
  15. Article
  16. Article
  17. Review
  18. Article
  19. Article
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Abhinav PariharGeorgia Institute of Technology, Atlanta, GA, USA. aparihar6@gatech.edu.ORCID http://orcid.org/0000-0001-8203-5888
Nikhil ShuklaUniversity of Notre Dame, Notre Dame, IN, USA.
Matthew JerryUniversity of Notre Dame, Notre Dame, IN, USA.
Suman DattaUniversity of Notre Dame, Notre Dame, IN, USA.
Arijit RaychowdhuryGeorgia Institute of Technology, Atlanta, GA, USA. arijit.raychowdhury@ece.gatech.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

While Boolean logic has been the backbone of digital information processing, there exist classes of computationally hard problems wherein this paradigm is fundamentally inefficient. Vertex coloring of graphs, belonging to the class of combinatorial optimization, represents one such problem. It is well studied for its applications in data sciences, life sciences, social sciences and technology, and hence, motivates alternate, more efficient non-Boolean pathways towards its solution. Here we demonstrate a coupled relaxation oscillator based dynamical system that exploits insulator-metal transition in Vanadium Dioxide (VO

Identifiers

PMID28424457
PMCPMC5430425

What OpenQuestion holds

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Registered trials

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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.