Evidence map›Paper›PMID 42330320›Full record

ArticleCerebral cortex (New York, N.Y. : 1991)2026

Cortical dynamics of icon perception: effects of concreteness and attractiveness.

Jiaqi Zheng, Weiyong Xu, Johanna Silvennoinen, Fengyu Cong, Tiina Parviainen, Tuomo Kujala

Abstract read
In one paragraph

Article in Cerebral cortex (New York, N.Y. : 1991), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

6 authors.

Jiaqi ZhengFaculty of Information Technology, University of Jyväskylä, Mattilanniemi 2, P.O. Box 35, FI-40014, Jyväskylä, Finland.ORCID 0009-0004-6942-3084
Weiyong XuCentre for Interdisciplinary Brain Research, University of Jyväskylä, Mattilanniemi 6, FI-40014, Jyväskylä, Finland.ORCID 0000-0003-4453-9836
Johanna SilvennoinenFaculty of Information Technology, University of Jyväskylä, Mattilanniemi 2, P.O. Box 35, FI-40014, Jyväskylä, Finland.
Fengyu CongFaculty of Information Technology, University of Jyväskylä, Mattilanniemi 2, P.O. Box 35, FI-40014, Jyväskylä, Finland.
Tiina ParviainenCentre for Interdisciplinary Brain Research, University of Jyväskylä, Mattilanniemi 6, FI-40014, Jyväskylä, Finland.ORCID 0000-0001-6992-5157
Tuomo KujalaFaculty of Information Technology, University of Jyväskylä, Mattilanniemi 2, P.O. Box 35, FI-40014, Jyväskylä, Finland.

Funding

China Scholarship Council 201906060240Faculty of Information Technology at the University of Jyväskylä, FinlandResearch Council of Finland
6 · The paper itself

Abstract

Icons, as simplified visual symbols, play a key role in visual communication, yet little neuroimaging research has addressed how icons are represented in the brain. We investigated how concreteness and attractiveness modulate the spatiotemporal dynamics of icon processing in a 2 × 2 factorial design in 35 adults using magnetoencephalography. Source-level event-related field (ERF) analysis and representational similarity analysis (RSA) were used to characterize neural responses, with partial RSA isolating each feature's unique contribution after controlling for low-level visual similarity. ERF results showed that concreteness exerted a robust and sustained influence on neural dynamics, with concrete icons eliciting stronger responses than abstract ones from 90 to 1,000 ms, emerging in bilateral occipital cortices and extending to occipitotemporal, temporal, and parietal regions. RSA confirmed concreteness as a representational dimension across processing stages. Attractiveness showed an early but transient effect in occipital and ventral occipitotemporal regions (80 to 130 ms), though this did not survive RSA after controlling for low-level visual property models. A concreteness × attractiveness interaction modulated early occipital and later parietal processing (100 to 185 ms), indicating these features do not operate independently. Our results reveal that semantic content outweighs esthetic appeal in shaping the neural representation of icons.

Indexed as

Cerebral CortexPattern Recognition, VisualVisual PerceptionAdultBrain MappingFemaleHumansMagnetoencephalographyMalePhotic StimulationYoung Adultattractivenessconcretenessicon perceptionmagnetoencephalography (MEG)representational similarity analysis (RSA)

Identifiers

PMID42330320
PMCPMC13286001

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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.