Evidence map›Paper›PMID 39590071›Full record

ReviewGels (Basel, Switzerland)2024

Advanced Applications of Polymer Hydrogels in Electronics and Signal Processing.

Ibragim Suleimenov, Oleg Gabrielyan, Eldar Kopishev, Aruzhan Kadyrzhan, Akhat Bakirov, Yelizaveta Vitulyova

Abstract readReview
In one paragraph

Review in Gels (Basel, Switzerland), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Review
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

6 authors.

Ibragim SuleimenovNational Engineering Academy of the Republic of Kazakhstan, Almaty 050010, Kazakhstan.
Oleg GabrielyanDepartment of Philosophy, V.I. Vernadsky Crimean Federal University, Simferopol 295007, Russia.
Eldar KopishevDepartment of Chemistry, Faculty of Natural Sciences, L.N. Gumilyov Eurasian National University, Astana 010000, Kazakhstan.ORCID 0000-0002-7209-2341
Aruzhan KadyrzhanDepartment of Space Engineering, Institute of Communications and Space Engineering, Almaty University of Power Engineering and Telecommunication Named Gumarbek Daukeev, Almaty 050040, Kazakhstan.
Akhat BakirovDepartment of Telecommunication Engineering, Almaty University of Power Engineering and Telecommunication Named Gumarbek Daukeev, Almaty 050040, Kazakhstan.ORCID 0000-0002-2563-307X
Yelizaveta VitulyovaDepartment of Philosophy, al-Farabi Kazakh National University, Almaty 050040, Kazakhstan.ORCID 0000-0002-6075-4870

Funding

This research is funded by the Committee for Science of the Ministry of Science and Higher Education of the Republic of Kazakhstan Grant No. AP15473224
6 · The paper itself

Abstract

The current state of affairs in the field of using polymer hydrogels for the creation of innovative systems for signal and image processing, of which computing is a special case, is analyzed. Both of these specific examples of systems capable of forming an alternative to the existing semiconductor-based computing technology, but assuming preservation of the used algorithmic basis, and non-trivial signal converters, the nature of which requires transition to fundamentally different algorithms of data processing, are considered. It is shown that the variability of currently developed information processing systems based on the use of polymers, including polymer hydrogels, leads to the need to search for complementary algorithms. Moreover, the well-known thesis that modern polymer science allows for the realization of functional materials with predetermined properties, at the present stage, receives a new sounding: it is acceptable to raise the question of creating systems built on a quasi-biological basis and realizing predetermined algorithms of information or image processing. Specific examples that meet this thesis are considered, in particular, promising information protection systems for UAV groups, as well as systems based on the coupling of neural networks with holograms that solve various applied problems. These and other case studies demonstrate the importance of interdisciplinary cooperation for solving problems arising from the need for further modernization of signal processing systems.

Indexed as

digital hologramsdigital signal processingmultivalued logicneural networksneuromorphic systemsphase transitionsUAV groups

Identifiers

PMID39590071
PMCPMC11593912

What OpenQuestion holds

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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.