Evidence map›Paper›PMID 38698769›Full record

ArticleMaterials horizons2024

An organic brain-inspired platform with neurotransmitter closed-loop control, actuation and reinforcement learning.

Ugo Bruno, Daniela Rana, Chiara Ausilio, Anna Mariano, Ottavia Bettucci, Simon Musall, Claudia Lubrano, Francesca Santoro

Abstract read
In one paragraph

Article in Materials horizons, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Review
  5. Bio-Inspired Neuromorphic Sensory Systems from Intelligent Perception to Nervetronics.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Review
  6. Enzyme-Mediated Organic Neurohybrid Synapses.Advanced materials (Deerfield Beach, Fla.) · 2024
    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

8 authors.

Ugo BrunoTissue Electronics, Istituto Italiano di Tecnologia, 80125, Naples, Italy.ORCID 0000-0003-0419-6541
Daniela RanaInstitute of Biological Information Processing - Bioelectronics, IBI-3, Forschungszentrum Juelich, 52428, Germany.
Chiara AusilioTissue Electronics, Istituto Italiano di Tecnologia, 80125, Naples, Italy.
Anna MarianoTissue Electronics, Istituto Italiano di Tecnologia, 80125, Naples, Italy.
Ottavia BettucciTissue Electronics, Istituto Italiano di Tecnologia, 80125, Naples, Italy.ORCID 0000-0002-1089-3549
Simon MusallInstitute of Biological Information Processing - Bioelectronics, IBI-3, Forschungszentrum Juelich, 52428, Germany.ORCID 0000-0002-9461-1042
Claudia LubranoInstitute of Biological Information Processing - Bioelectronics, IBI-3, Forschungszentrum Juelich, 52428, Germany.
Francesca SantoroTissue Electronics, Istituto Italiano di Tecnologia, 80125, Naples, Italy.ORCID 0000-0001-7323-9504

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Organic neuromorphic platforms have recently received growing interest for the implementation and integration of artificial and hybrid neuronal networks. Here, achieving closed-loop and learning/training processes as in the human brain is still a major challenge especially exploiting time-dependent biosignalling such as neurotransmitter release. Here, we present an integrated organic platform capable of cooperating with standard silicon technologies, to achieve brain-inspired computing

Indexed as

BrainNeural Networks, ComputerNeurotransmitter AgentsHumansLearningRoboticsNeurotransmitter Agents

Identifiers

PMID38698769
PMCPMC11182378

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.