Evidence map›Paper›PMID 41803438›Full record

ArticleNature nanotechnology2026

Protonic nickelate device networks for spatiotemporal neuromorphic computing.

Yue Zhou, Shaan Shah, Tamal Dey, Yucheng Zhou, Ashwani Kumar, Sashank Sriram, Siyou Guo, Siddharth Kumar, Ranjan Kumar Patel, Eva Y Andrei and 3 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Nature nanotechnology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Article
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

13 authors.

Yue ZhouDepartment of Electrical and Computer Engineering, University of California, San Diego, CA, USA.
Shaan ShahDepartment of Electrical and Computer Engineering, University of California, San Diego, CA, USA.
Tamal DeyDepartment of Electrical and Computer Engineering, Rutgers University, Piscataway, NJ, USA.ORCID http://orcid.org/0000-0003-4862-8107
Yucheng ZhouDepartment of Electrical and Computer Engineering, University of California, San Diego, CA, USA.
Ashwani KumarDepartment of Electrical and Computer Engineering, University of California, San Diego, CA, USA.ORCID http://orcid.org/0000-0002-0272-2061
Sashank SriramDepartment of Electrical and Computer Engineering, University of California, San Diego, CA, USA.ORCID http://orcid.org/0009-0000-4649-4673
Siyou GuoDepartment of Physics and Astronomy, Rutgers University, Piscataway, NJ, USA.ORCID http://orcid.org/0009-0009-3194-4446
Siddharth KumarDepartment of Electrical and Computer Engineering, Rutgers University, Piscataway, NJ, USA.ORCID http://orcid.org/0000-0002-7198-652X
Ranjan Kumar PatelDepartment of Electrical and Computer Engineering, Rutgers University, Piscataway, NJ, USA.ORCID http://orcid.org/0000-0002-5778-4606
Eva Y AndreiDepartment of Physics and Astronomy, Rutgers University, Piscataway, NJ, USA.
Ertugrul CubukcuDepartment of Chemical and Nano Engineering, University of California, San Diego, CA, USA.ORCID http://orcid.org/0000-0003-2496-0156
Shriram RamanathanDepartment of Electrical and Computer Engineering, Rutgers University, Piscataway, NJ, USA.
Duygu KuzumDepartment of Electrical and Computer Engineering, University of California, San Diego, CA, USA. dkuzum@ucsd.edu.ORCID http://orcid.org/0000-0002-2125-1285

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Computation in biological neural circuits arises from the interplay of nonlinear temporal responses and spatially distributed dynamic network interactions. Replicating this richness in hardware has remained challenging, as most neuromorphic devices emulate only isolated neuron- or synapse-like functions. Here we introduce an integrated neuromorphic computing platform in which both nonlinear spatiotemporal processing and programmable memory are realized within a single perovskite nickelate material system. By engineering symmetric and asymmetric hydrogenated NdNiO

Identifiers

PMID41803438
PMCPMC13106037

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.