ArticleeLife2022
Mesoscale cortex-wide neural dynamics predict self-initiated actions in mice several seconds prior to movement.
Article in eLife, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- A brain-wide, trial- and time-dependent deterministic drive synergizes with within-trial noise to time self-initiated actions.bioRxiv : the preprint server for biology · 2026Article
- Neural barcoding representing cortical spatiotemporal dynamics based on continuous-time Markov chains.Cell reports methods · 2026Article
- Disrupted cortex-wide dynamics impair motor planning in Shank3-mutant mice.bioRxiv : the preprint server for biology · 2026Article
- Behavioral Classification of Sequential Neural Activity Using Time Varying Recurrent Neural Networks.IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society · 2025Article
- Wide-field calcium imaging of cortical activation and functional connectivity in externally- and internally-driven locomotion.Nature communications · 2024Article
- Slow ramping emerges from spontaneous fluctuations in spiking neural networks.Nature communications · 2024Article
- FABEL: Forecasting Animal Behavioral Events with Deep Learning-Based Computer Vision.bioRxiv : the preprint server for biology · 2024Article
- Article
- A Goldilocks theory of cognitive control: Balancing precision and efficiency with low-dimensional control states.Current opinion in neurobiology · 2022Review
Corrections and comments
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Authors and funding
9 authors.
Funding
Abstract
Volition - the sense of control or agency over one's voluntary actions - is widely recognized as the basis of both human subjective experience and natural behavior in nonhuman animals. Several human studies have found peaks in neural activity preceding voluntary actions, for example the readiness potential (RP), and some have shown upcoming actions could be decoded even before awareness. Others propose that random processes underlie and explain pre-movement neural activity. Here, we seek to address these issues by evaluating whether pre-movement neural activity in mice contains structure beyond that present in random neural activity. Implementing a self-initiated water-rewarded lever-pull paradigm in mice while recording widefield [Ca++] neural activity we find that cortical activity changes in variance seconds prior to movement and that upcoming lever pulls could be predicted between 3 and 5 s (or more in some cases) prior to movement. We found inhibition of motor cortex starting at approximately 5 s prior to lever pulls and activation of motor cortex starting at approximately 2 s prior to a random unrewarded left limb movement. We show that mice, like humans, are biased toward commencing self-initiated actions during specific phases of neural activity but that the pre-movement neural code changes over time in some mice and is widely distributed as behavior prediction improved when using all vs. single cortical areas. These findings support the presence of structured multi-second neural dynamics preceding self-initiated action beyond that expected from random processes. Our results also suggest that neural mechanisms underlying self-initiated action could be preserved between mice and humans.
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Registered trials
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