ArticleNature communications2022
Recovery of neural dynamics criticality in personalized whole-brain models of stroke.
Article in Nature communications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 1 of them a synthesis that pooled it.
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Who cites it
33 citing papers in PubMed, 1 synthesis or guideline pooled it.
- A methodological guideline for consciousness assessment via neural electrophysiological activity.Military Medical Research · 2025Guideline
- Recovery from disorders of consciousness: Lesions and GABAergic modulation in a biologically inspired spiking neural network.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Impaired peri-infarct long-term potentiation in anaesthetized rats suggests alternative mechanisms of post-stroke recovery.The Journal of physiology · 2026Article
- Review
- Competitive interactions shape mammalian brain network dynamics and computation.Nature neuroscience · 2026Article
- Attractor dynamics of a whole-cortex network model predicts emergence and structure of fMRI co-activation patterns in the mouse brain.PLoS computational biology · 2026Article
- TVB C++: A Fast and Flexible Back-End for The Virtual Brain.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Criticality and increased intrinsic neural timescales in stroke.NPJ systems biology and applications · 2025Article
- Mapping EEG Metrics to Human Affective and Cognitive Models: An Interdisciplinary Scoping Review from a Cognitive Neuroscience Perspective.Biomimetics (Basel, Switzerland) · 2025Review
- Pumping up your predictive power for cognitive state detection with the proper GAINS.NeuroImage · 2025Article
- Genetic contributions to brain criticality and its relationship with human cognitive functions.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Transient destabilization of whole brain dynamics induced by N,N-Dimethyltryptamine (DMT).Communications biology · 2025Article
- Latent dimension linking functional connectivity with post-stroke deficits across multiple domains.Brain communications · 2025Article
- Measurement effects on critical scaling in neural systems.Frontiers in computational neuroscience · 2025Article
- A graph neural network approach to investigate brain critical states over neurodevelopment.Network neuroscience (Cambridge, Mass.) · 2025Article
- Role of homeostatic plasticity in critical brain dynamics following focal stroke lesions.Scientific reports · 2024Article
- The morphospace of the brain-cognition organisation.Nature communications · 2024Article
- Emergence of brain-inspired small-world spiking neural network through neuroevolution.iScience · 2024Article
- The Hopf whole-brain model and its linear approximation.Scientific reports · 2024Article
- Generative whole-brain dynamics models from healthy subjects predict functional alterations in stroke at the level of individual patients.Brain communications · 2024Article
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7 authors.
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No grant is acknowledged in the PubMed record.
Abstract
The critical brain hypothesis states that biological neuronal networks, because of their structural and functional architecture, work near phase transitions for optimal response to internal and external inputs. Criticality thus provides optimal function and behavioral capabilities. We test this hypothesis by examining the influence of brain injury (strokes) on the criticality of neural dynamics estimated at the level of single participants using directly measured individual structural connectomes and whole-brain models. Lesions engender a sub-critical state that recovers over time in parallel with behavior. The improvement of criticality is associated with the re-modeling of specific white-matter connections. We show that personalized whole-brain dynamical models poised at criticality track neural dynamics, alteration post-stroke, and behavior at the level of single participants.
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