Evidence map›Paper›PMID 40490439›Full record

ArticleNano letters2025

Neuromorphic Reservoir Computing with Memristive Nanofluidic Diodes.

Sergio Portillo, Patricio Ramirez, Salvador Mafe, Javier Cervera

Abstract read
In one paragraph

Article in Nano letters, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Review
  3. 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

4 authors.

Sergio PortilloDepartamento de Física de la Terra i Termodinàmica, Universitat de València, E-46100 Burjassot, Spain.
Patricio RamirezDepartamento de Física Aplicada, Universitat Politécnica de València, E-46022 València, Spain.ORCID 0000-0002-0067-4887
Salvador MafeDepartamento de Física de la Terra i Termodinàmica, Universitat de València, E-46100 Burjassot, Spain.ORCID 0000-0003-3248-7020
Javier CerveraDepartamento de Física de la Terra i Termodinàmica, Universitat de València, E-46100 Burjassot, Spain.ORCID 0000-0001-8965-9298

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Memristive systems show conductance states modulated by past electrical stimuli acting as artificial synapses. Most neuromorphic computing systems are based on solid-state memristive devices that use physical environments and electrical carriers different from the ionic solutions characteristic of biochemical and bioengineering applications. Here, we use membranes with multiple nanopores showing different conductance states in an aqueous electrolyte as a model for reservoir computing (RC). To this end, the different membrane conductances obtained with distinct sequences of voltage pulses in the millisecond range are used for the identification of 10-digit

Indexed as

memristornanofluidicsnanoporesneuromorphicreservoir computing

Identifiers

PMID40490439
PMCPMC12203634

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.