Evidence map›Paper›PMID 35648858›Full record

ArticleScience advances2022

An integrated photonics engine for unsupervised correlation detection.

Syed Ghazi Sarwat, Frank Brückerhoff-Plückelmann, Santiago García-Cuevas Carrillo, Emanuele Gemo, Johannes Feldmann, Harish Bhaskaran, C David Wright, Wolfram H P Pernice, Abu Sebastian

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In one paragraph

Article in Science advances, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

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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

9 authors.

Syed Ghazi SarwatIBM Research Europe, Säumerstrasse 4, 8803 Rüschlikon, Switzerland.ORCID 0000-0002-2054-4887
Frank Brückerhoff-PlückelmannCenter for Soft Nanoscience, University of Münster, Busso-Peuss-Str. 10, 48149 Münster, Germany.
Santiago García-Cuevas CarrilloDepartment of Engineering of Engineering, University of Exeter, Exeter EX4 4QF, UK.ORCID 0000-0002-1040-7424
Emanuele GemoDepartment of Engineering of Engineering, University of Exeter, Exeter EX4 4QF, UK.ORCID 0000-0001-8349-6627
Johannes FeldmannDepartment of Materials, University of Oxford, Oxford OX26HT, UK.
Harish BhaskaranDepartment of Materials, University of Oxford, Oxford OX26HT, UK.ORCID 0000-0003-0774-8110
C David WrightDepartment of Engineering of Engineering, University of Exeter, Exeter EX4 4QF, UK.ORCID 0000-0003-4087-7467
Wolfram H P PerniceCenter for Soft Nanoscience, University of Münster, Busso-Peuss-Str. 10, 48149 Münster, Germany.ORCID 0000-0003-4569-4213
Abu SebastianIBM Research Europe, Säumerstrasse 4, 8803 Rüschlikon, Switzerland.ORCID 0000-0001-5603-5243

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

With more and more aspects of modern life and scientific tools becoming digitized, the amount of data being generated is growing exponentially. Fast and efficient statistical processing, such as identifying correlations in big datasets, is therefore becoming increasingly important, and this, on account of the various compute bottlenecks in modern digital machines, has necessitated new computational paradigms. Here, we demonstrate one such novel paradigm, via the development of an integrated phase-change photonics engine. The computational memory engine exploits the accumulative property of Ge

Identifiers

PMID35648858
PMCPMC13155488

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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.