Critical-like bistable dynamics in the resting-state human brain
Wang, S.; Arnulfo, G.; Myrov, V.; Siebenhühner, F.; Nobili, L.; Breakspear, M.; Palva, S.; Palva, J. M.
Show abstract
Brain activity exhibits scale-free avalanche dynamics and power-law long-range temporal correlations (LRTCs) across the nervous system. This has been thought to reflect "brain criticality", i.e., brains operating near a critical phase transition between disorder and excessive order. Neuronal activity is, however, metabolically costly and may be constrained by activity-limiting mechanisms and resource depletion, which could make the phase transition discontinuous and bistable. Observations of bistability in awake human brain activity have nonetheless remained scarce and its functional significance unclear. First, using computational modelling where bistable synchronization dynamics emerged through local positive feedback, we found bistability to occur exclusively in a regime of critical-like dynamics. We then assessed bistability in vivo with resting-state magnetoencephalography and stereo-encephalography. Bistability was a robust characteristic of cortical oscillations throughout frequency bands from {delta} (3-7 Hz) to high-{gamma} (100-225 Hz). As predicted by modelling, bistability and LRTCs were positively correlated. Importantly, while moderate levels of bistability were positively correlated with executive functioning, excessive bistability was associated with epileptic pathophysiology and predictive of local epileptogenicity. Critical bistability is thus a salient feature of spontaneous human brain dynamics in awake resting-state and is both functionally and clinically significant. These findings expand the framework of brain criticality and show that critical-like neuronal dynamics in vivo involves both continuous and discontinuous phase transitions in a frequency-, neuroanatomy-, and state-dependent manner.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Preconfigured dynamics in the hippocampus are guided by embryonic birthdate and rate of neurogenesis 96%
- Interplay between persistent activity and activity-silent dynamics in prefrontal cortex during working memory 96%
- Impaired top-down auditory processing despite extensive single-neuron responses during human sleep 96%
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- Fronto-parietal networks shape human conscious report through attention gain and reorienting 95%
- Multimodal in vivo recording using transparent graphene microelectrodes illuminates spatiotemporal seizure dynamics at the microscale 94%
- The spatial layout of antagonistic brain regions is explicable based on geometric principles 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.