Evidence map›Paper›PMID 42192800›Full record

ArticleBrain sciences2026

Perceptual Temporal Structure Supports Rhythm Learning and Enhances Theta Oscillations When Perception and Action Are Dissociated.

Xue Weng, Yang Lu, Xinyue Zhao, Haoran Jiang, Lin Li, Xiuyan Guo

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In one paragraph

Article in Brain sciences, 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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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Xue WengSchool of Psychology and Cognitive Science, East China Normal University, Shanghai 200062, China.ORCID 0000-0003-0407-5686
Yang LuFudan Institute on Ageing, Fudan University, Shanghai 200433, China.ORCID 0000-0002-5440-8728
Xinyue ZhaoSchool of Psychology and Cognitive Science, East China Normal University, Shanghai 200062, China.
Haoran JiangFudan Institute on Ageing, Fudan University, Shanghai 200433, China.
Lin LiSchool of Psychology and Cognitive Science, East China Normal University, Shanghai 200062, China.
Xiuyan GuoFudan Institute on Ageing, Fudan University, Shanghai 200433, China.

Funding

National Natural Science Foundation of China 32071051
6 · The paper itself

Abstract

backgroundRhythmic knowledge enables the precise timing of actions in dynamic environments. Although rhythm learning has been extensively studied, it remains debated whether such learning arises primarily from the perceptual encoding of rhythmic inputs or from the repetitive execution of periodic actions.

methodsTo address this question, we developed a temporal-rhythm serial reaction time (TR-SRT) paradigm that dissociates rhythmic structures in perceptual inputs from the timing of motor responses. Across three experiments, participants learned rhythms under visuomotor (Experiment 1, N = 27), visual-only (Experiment 2, N = 26), or motor-only (Experiment 3, N = 26) conditions while electroencephalography was recorded.

resultsBehavioral learning slopes revealed robust rhythm learning in both the visuomotor and visual-only conditions, whereas no learning emerged when rhythmic structure was confined to motor timing alone. Post-learning awareness tests further indicated that the acquired rhythmic knowledge was predominantly implicit. Consistently, global (whole-brain) theta-band magnitude (4.8-5.2 Hz) was enhanced only in the conditions that supported rhythm learning.

conclusionsThese findings indicate that rhythm learning depends primarily on perceptual temporal structure rather than the repetition of rhythmic actions and identify increased global theta oscillations as a neural signature of this perceptually driven and largely implicit learning process.

Indexed as

implicit learningmotor timingperceptual temporal structurerhythm learningtheta oscillations

Identifiers

PMID42192800
PMCPMC13204124

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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.