Evidence map›Paper›PMID 36002385›Full record

ReviewChemphyschem : a European journal of chemical physics and physical chemistry2023

Neuromorphic Liquids, Colloids, and Gels: A Review.

Noushin Raeisi Kheirabadi, Alessandro Chiolerio, Konrad Szaciłowski, Andrew Adamatzky

Abstract readReview
In one paragraph

Review in Chemphyschem : a European journal of chemical physics and physical chemistry, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing 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

13 citing papers in PubMed.

  1. Article
  2. Additive Manufacturing of Neuromorphic Systems.Advanced materials (Deerfield Beach, Fla.) · 2025
    Review
  3. Article
  4. Article
  5. On fault-tolerant Boolean functions in proteinoids-ZnO colloids.Journal of materials science. Materials in electronics · 2025
    Article
  6. Article
  7. Article
  8. Review
  9. Logical circuits in colloids.Royal Society open science · 2024
    Article
  10. Article
  11. Review
  12. Article
  13. Neuromorphic Liquids, Colloids, and Gels: A Review.Chemphyschem : a European journal of chemical physics and physical chemistry · 2023
    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

4 authors.

Noushin Raeisi KheirabadiUnconventional Computing Laboratory, UWE, Bristol, UK.ORCID 0000-0001-9682-1273
Alessandro ChiolerioUnconventional Computing Laboratory, UWE, Bristol, UK.ORCID 0000-0001-9328-2999
Konrad SzaciłowskiAcademic Centre for Materials and Nanotechnology, AGH University of Science and Technology, Krakow, Poland.
Andrew AdamatzkyUnconventional Computing Laboratory, UWE, Bristol, UK.ORCID 0000-0003-1073-2662

Funding

European Union's Horizon 2020FET OPEN "Challenging current thinking" 964388
6 · The paper itself

Abstract

Advances in flexible electronic devices and robotic software require that sensors and controllers be virtually devoid of traditional electronic components, be deformable and stretch-resistant. Liquid electronic devices that mimic biological synapses would make an ideal core component for flexible liquid circuits. This is due to their unbeatable features such as flexibility, reconfiguration, fault tolerance. To mimic synaptic functions in fluids we need to imitate dynamics and complexity similar to those that occurring in living systems. Mimicking ionic movements are considered as the simplest platform for implementation of neuromorphic in material computing systems. We overview a series of experimental laboratory prototypes where neuromorphic systems are implemented in liquids, colloids and gels.

Indexed as

ElectronicsRoboticsColloidsGelsSynapsesColloidsGelsartificial synapsescolloidsgelsionic liquidsneuromorphic devices

Identifiers

PMID36002385
PMCPMC10092099

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.