Evidence map›Paper›PMID 39138160›Full record

ArticleNature communications2024

Single neuromorphic memristor closely emulates multiple synaptic mechanisms for energy efficient neural networks.

Christoph Weilenmann, Alexandros Nikolaos Ziogas, Till Zellweger, Kevin Portner, Marko Mladenović, Manasa Kaniselvan, Timoleon Moraitis, Mathieu Luisier, Alexandros Emboras

Erratum issuedAbstract read
In one paragraph

Article in Nature communications, 2024. 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 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing 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

19 citing papers in PubMed.

  1. Review
  2. Review
  3. Bioinspired Photodetectors: From Nature to Advanced Applications.Advanced materials (Deerfield Beach, Fla.) · 2026
    Review
  4. Article
  5. Review
  6. Review
  7. Review
  8. Article
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  10. Review
  11. Article
  12. Article
  13. Article
  14. A Multimodal Humidity Adaptive Optical Neuron Based on a MoWSAdvanced materials (Deerfield Beach, Fla.) · 2025
    Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors.

Christoph WeilenmannIntegrated Systems Laboratory, ETH Zurich, Zurich, Switzerland. weilenmc@iis.ee.ethz.ch.
Alexandros Nikolaos ZiogasIntegrated Systems Laboratory, ETH Zurich, Zurich, Switzerland.ORCID http://orcid.org/0000-0002-4328-9751
Till ZellwegerIntegrated Systems Laboratory, ETH Zurich, Zurich, Switzerland.ORCID http://orcid.org/0000-0001-9402-8917
Kevin PortnerIntegrated Systems Laboratory, ETH Zurich, Zurich, Switzerland.ORCID http://orcid.org/0000-0002-1175-9122
Marko MladenovićIntegrated Systems Laboratory, ETH Zurich, Zurich, Switzerland.
Manasa KaniselvanIntegrated Systems Laboratory, ETH Zurich, Zurich, Switzerland.ORCID http://orcid.org/0000-0002-5331-8878
Timoleon MoraitisNoemon AG, Zurich, Switzerland.ORCID http://orcid.org/0000-0002-6521-0717
Mathieu LuisierIntegrated Systems Laboratory, ETH Zurich, Zurich, Switzerland.ORCID http://orcid.org/0000-0002-2212-7972
Alexandros EmborasIntegrated Systems Laboratory, ETH Zurich, Zurich, Switzerland.ORCID http://orcid.org/0000-0002-8843-5118

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Biological neural networks do not only include long-term memory and weight multiplication capabilities, as commonly assumed in artificial neural networks, but also more complex functions such as short-term memory, short-term plasticity, and meta-plasticity - all collocated within each synapse. Here, we demonstrate memristive nano-devices based on SrTiO

Identifiers

PMID39138160
PMCPMC11322324

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.