ArticleEntropy (Basel, Switzerland)2018
Interaction Information Along Lifespan of the Resting Brain Dynamics Reveals a Major Redundant Role of the Default Mode Network.
Article in Entropy (Basel, Switzerland), 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed.
- Charting higher-order models of brain function beyond pairwise interactions.Nature communications · 2026Article
- Three-order interactions in the alpha band of default mode network EEGs based on O-information rate: insights from aging and Alzheimer's disease.Alzheimer's research & therapy · 2026Article
- Understanding the high-order network plasticity mechanisms of ultrasound neuromodulation.PLoS computational biology · 2025Article
- Leveraging multivariate information for community detection in functional brain networks.Communications biology · 2025Article
- Open datasets and code for multi-scale relations on structure, function and neuro-genetics in the human brain.Scientific data · 2024Article
- Transcranial ultrasound stimulation effect in the redundant and synergistic networks consistent across macaques.Network neuroscience (Cambridge, Mass.) · 2024Article
- Genuine high-order interactions in brain networks and neurodegeneration.Neurobiology of disease · 2022Article
- High-order functional redundancy in ageing explained via alterations in the connectome in a whole-brain model.PLoS computational biology · 2022Article
- White matter integrity changes and neurocognitive functioning in adult-late onset DM1: a follow-up DTI study.Scientific reports · 2022Article
- Brain Mapping of Behavioral Domains Using Multi-Scale Networks and Canonical Correlation Analysis.Frontiers in neuroscience · 2022Article
- Synergistic Information Transfer in the Global System of Financial Markets.Entropy (Basel, Switzerland) · 2020Article
- Cortical ignition dynamics is tightly linked to the core organisation of the human connectome.PLoS computational biology · 2020Article
- Brain connectivity and cognitive functioning in individuals six months after multiorgan failure.NeuroImage. Clinical · 2020Article
- Aging Modulates the Resting Brain after a Memory Task: A Validation Study from Multivariate Models.Entropy (Basel, Switzerland) · 2019Article
- Metastable Resting State Brain Dynamics.Frontiers in computational neuroscience · 2019Article
- Paced Breathing Increases the Redundancy of Cardiorespiratory Control in Healthy Individuals and Chronic Heart Failure Patients.Entropy (Basel, Switzerland) · 2018Article
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9 authors.
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Abstract
Interaction Information (II) generalizes the univariate Shannon entropy to triplets of variables, allowing the detection of redundant (R) or synergetic (S) interactions in dynamical networks. Here, we calculated II from functional magnetic resonance imaging data and asked whether R or S vary across brain regions and along lifespan. Preserved along lifespan, we found high overlapping between the pattern of high R and the default mode network, whereas high values of S were overlapping with different cognitive domains, such as spatial and temporal memory, emotion processing and motor skills. Moreover, we have found a robust balance between R and S among different age intervals, indicating informational compensatory mechanisms in brain networks.
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