ArticleCommunications biology2024
A function-based mapping of sensory integration along the cortical hierarchy.
Article in Communications biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- Advances in Human Brain Dynamics in a Multimodal, Multitask, Multisensory, and Multi-Timescale Framework.Brain sciences · 2026Article
- Understanding the Cognitive Load of Cell Phone Use While Walking: Distinct Effects of Texting and Phone Conversation.Brain sciences · 2026Article
- Association-sensory spatiotemporal hierarchy and functional gradient-regularised recurrent neural network with implications for schizophrenia.NPJ systems biology and applications · 2026Article
- Intrinsic cortical geometry is associated with individual differences in local functional organization.Research square · 2026Article
- Shared and Unique Connectivity Signatures of Reading and Language Deficits.Journal of cognitive neuroscience · 2026Article
- Sub-Regional Motor-Somatosensory Connectivity and Lifespan Plasticity in Functional Networks.Neurosciences (Riyadh, Saudi Arabia) · 2026Article
- Differential brain reorganization in chronic cervical spinal cord injury and its relation to motor versus sensory impairments: a preliminary investigation.Scientific reports · 2026Article
- Odor-induced sweetness enhancement: EEG evidence for olfactory and gustatory cross-modal interactions.Current research in food science · 2026Article
- Epicenter mapping of cortical morphological dedifferentiation in type 2 diabetes mellitus using morphometric inverse divergence.Frontiers in aging neuroscience · 2026Article
- Multimodal imaging and machine learning for diagnosis of Parkinson's disease with cognitive impairment: ASL and QSM as potential biomarkers.Frontiers in aging neuroscience · 2026Article
- Regional activity and interregional functional connectivity uniquely contribute to social cognitive judgments during movie-watching.Network neuroscience (Cambridge, Mass.) · 2026Article
- Electroencephalography-based neural indicators of texture preference for cosmetic formulations.Frontiers in neuroscience · 2025Article
Corrections and comments
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Authors and funding
11 authors.
Funding
Abstract
Sensory information mainly travels along a hierarchy spanning unimodal to transmodal regions, forming multisensory integrative representations crucial for higher-order cognitive functions. Here, we develop an fMRI based two-dimensional framework to characterize sensory integration based on the anchoring role of the primary cortex in the organization of sensory processing. Sensory magnitude captures the percentage of variance explained by three primary sensory signals and decreases as the hierarchy ascends, exhibiting strong similarity to the known hierarchy and high stability across different conditions. Sensory angle converts associations with three primary sensory signals to an angle representing the proportional contributions of different sensory modalities. This dimension identifies differences between brain states and emphasizes how sensory integration changes flexibly in response to varying cognitive demands. Furthermore, meta-analytic functional decoding with our model highlights the close relationship between cognitive functions and sensory integration, showing its potential for future research of human cognition through sensory information processing.
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