Evidence map›Paper›PMID 37758750›Full record

ArticleNature communications2023

An all 2D bio-inspired gustatory circuit for mimicking physiology and psychology of feeding behavior.

Subir Ghosh, Andrew Pannone, Dipanjan Sen, Akshay Wali, Harikrishnan Ravichandran, Saptarshi Das

Open access · goldAbstract read
In one paragraph

Article in Nature communications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
6.1field-weighted citation impact, top 3% of its field
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

10 citing papers in PubMed, 47 citations in OpenAlex.

  1. Review
  2. Review
  3. Article
  4. Article
  5. Confinement of ions within graphene oxide membranes enables neuromorphic artificial gustation.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  6. Article
  7. Review
  8. 2D MoSNature communications · 2025
    Article
  9. Review
  10. Review
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

6 authors at 1 institution in 1 country.

Subir GhoshEngineering Science and Mechanics, Penn State University, University Park, PA, 16802, USA.ORCID http://orcid.org/0000-0002-0883-4478
Andrew PannoneEngineering Science and Mechanics, Penn State University, University Park, PA, 16802, USA.
Dipanjan SenEngineering Science and Mechanics, Penn State University, University Park, PA, 16802, USA.
Akshay WaliElectrical Engineering, Penn State University, University Park, PA, 16802, USA.ORCID http://orcid.org/0000-0002-4632-687X
Harikrishnan RavichandranEngineering Science and Mechanics, Penn State University, University Park, PA, 16802, USA.
Saptarshi DasEngineering Science and Mechanics, Penn State University, University Park, PA, 16802, USA. sud70@psu.edu.ORCID http://orcid.org/0000-0002-0188-945X
Pennsylvania State University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Animal behavior involves complex interactions between physiology and psychology. However, most AI systems neglect psychological factors in decision-making due to a limited understanding of the physiological-psychological connection at the neuronal level. Recent advancements in brain imaging and genetics have uncovered specific neural circuits that regulate behaviors like feeding. By developing neuro-mimetic circuits that incorporate both physiology and psychology, a new emotional-AI paradigm can be established that bridges the gap between humans and machines. This study presents a bio-inspired gustatory circuit that mimics adaptive feeding behavior in humans, considering both physiological states (hunger) and psychological states (appetite). Graphene-based chemitransistors serve as artificial gustatory taste receptors, forming an electronic tongue, while 1L-MoS

Indexed as

Feeding BehaviorTasteAnimalsAppetiteBehavior, AnimalHumansHunger

Identifiers

PMID37758750
PMCPMC10533903
OpenAlexW4387098937

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.