ArticleCommunications biology2024
Flexibility of intrinsic neural timescales during distinct behavioral states.
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 13 papers.
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Who cites it
13 citing papers in PubMed.
- Neural timescales from a computational perspective.Nature neuroscience · 2026Review
- Neuromorphic hierarchical modular reservoirs.Nature communications · 2026Article
- Non-duality in brain and experience of advanced meditators-key role for intrinsic neural timescales.Communications biology · 2026Article
- Repeated Viewing of a Film Clip Changes Event Timescales in the Brain.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026Article
- Temporal signatures of thought-neurodynamics distinguish on- and off-task thoughts.Communications biology · 2026Article
- Dynamics of thoughts-novel candidate marker for differential-diagnosis of mental disorders?Journal of psychiatry & neuroscience : JPN · 2026Review
- Exploring the differences in neural oscillation mechanisms before and after sleep deprivation.Frontiers in neuroscience · 2026Article
- Criticality and increased intrinsic neural timescales in stroke.NPJ systems biology and applications · 2025Article
- Inferring intrinsic neural timescales using optimal control theory.Nature communications · 2025Article
- Intrinsic Neural Timescales Relate to Event-Related Activity-Key Role for Intracolumnar Connections.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025Article
- Repeated Viewing of a Narrative Movie Changes Event Timescales in The Brain.bioRxiv : the preprint server for biology · 2025Article
- Integration of Multi-Modal Biosensing Approaches for Depression: Current Status, Challenges, and Future Perspectives.Sensors (Basel, Switzerland) · 2025Review
- Artificial Intelligence in Psychiatry: A Review of Biological and Behavioral Data Analyses.Diagnostics (Basel, Switzerland) · 2025Review
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Authors and funding
6 authors.
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Abstract
Recent neuroimaging studies demonstrate a heterogeneity of timescales prevalent in the brain's ongoing spontaneous activity, labeled intrinsic neural timescales (INT). At the same time, neural timescales also reflect stimulus- or task-related activity. The relationship of the INT during the brain's spontaneous activity with their involvement in task states including behavior remains unclear. To address this question, we combined calcium imaging data of spontaneously behaving mice and human electroencephalography (EEG) during rest and task states with computational modeling. We obtained four primary findings: (i) the distinct behavioral states can be accurately predicted from INT, (ii) INT become longer during behavioral states compared to rest, (iii) INT change from rest to task is correlated negatively with the variability of INT during rest, (iv) neural mass modeling shows a key role of recurrent connections in mediating the rest-task change of INT. Extending current findings, our results show the dynamic nature of the brain's INT in reflecting continuous behavior through their flexible rest-task modulation possibly mediated by recurrent connections.
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