Evidence map›Paper›PMID 40376973›Full record

ArticleSmall (Weinheim an der Bergstrasse, Germany)2025

Electrodeposited Reduced Graphene Oxide Enables Long-Term Memory in Neuromorphic Ambipolar Electrolyte-Gated Transistors.

Maryam Abouali, Federico Rondelli, Matteo Genitoni, Mauro Murgia, Michele Di Lauro, Luciano Fadiga, Fabio Biscarini

Abstract read
In one paragraph

Article in Small (Weinheim an der Bergstrasse, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

7 authors.

Maryam AboualiCenter for Translational Neurophysiology of Speech and Communication, Fondazione Istituto Italiano di Tecnologia (IIT-CTNSC), via Fossato di Mortara 17/19, Ferrara, 44121, Italy.ORCID https://orcid.org/0000-0001-8428-6963
Federico RondelliCenter for Translational Neurophysiology of Speech and Communication, Fondazione Istituto Italiano di Tecnologia (IIT-CTNSC), via Fossato di Mortara 17/19, Ferrara, 44121, Italy.ORCID https://orcid.org/0009-0001-8020-6687
Matteo GenitoniCenter for Translational Neurophysiology of Speech and Communication, Fondazione Istituto Italiano di Tecnologia (IIT-CTNSC), via Fossato di Mortara 17/19, Ferrara, 44121, Italy.
Mauro MurgiaCenter for Translational Neurophysiology of Speech and Communication, Fondazione Istituto Italiano di Tecnologia (IIT-CTNSC), via Fossato di Mortara 17/19, Ferrara, 44121, Italy.
Michele Di LauroCenter for Translational Neurophysiology of Speech and Communication, Fondazione Istituto Italiano di Tecnologia (IIT-CTNSC), via Fossato di Mortara 17/19, Ferrara, 44121, Italy.ORCID https://orcid.org/0000-0002-7072-9468
Luciano FadigaCenter for Translational Neurophysiology of Speech and Communication, Fondazione Istituto Italiano di Tecnologia (IIT-CTNSC), via Fossato di Mortara 17/19, Ferrara, 44121, Italy.ORCID https://orcid.org/0000-0001-5691-5080
Fabio BiscariniCenter for Translational Neurophysiology of Speech and Communication, Fondazione Istituto Italiano di Tecnologia (IIT-CTNSC), via Fossato di Mortara 17/19, Ferrara, 44121, Italy.ORCID https://orcid.org/0000-0001-6648-5803

Funding

HORIZON EUROPE European Innovation Council 10109859Ministero della Salute PNRR-POC-2022-12376380
6 · The paper itself

Abstract

Ambipolar transistors, capable of conducting both electrons and holes, enable the simplification of circuit design by reducing the number of constituting units in circuits and opening new possibilities for low-power electronics, reconfigurable logic circuits, and memory devices. 2D ambipolar semiconductors as graphene and its derivatives, are particularly advantageous in bioelectronics, for their high sensitivity in label-free sensors and their biocompatibility. Here, a novel method for fabricating electrolyte-gated transistors based on reduced graphene oxide (rGO-EGTs) is proposed, which enables precise control over the thickness of deposited rGO. Such rGO-EGTs act as a neuromorphic unit that exhibits tailorable long-term plasticity when driven with pulsed voltage. By applying different numbers of voltage pulses and acting on their amplitudes, it is possible to program multilevel memory with retention timescales over tens of minutes and 6.60 µS writing resolution. This long-term plasticity makes our rGO-EGT promising for nonvolatile memory, computing, and plasticity-based signal pattern recognition.

Indexed as

long‐term plasticityneuromorphic organic devicesnonvolatile memoryreduced graphene oxide

Identifiers

PMID40376973
PMCPMC12243726

What OpenQuestion holds

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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.