Elife
January 5, 2024
Daniel Toker, Eli J Müller, Hiroyuki Miyamoto et al.
21 citations
Bidirectional communication between the cortex and thalamus via a specific cross-frequency channel is linked to conscious states. In humans, mice, and rats, low-frequency waves (1–13 Hz) sent from either the cortex or thalamus are consistently encoded by the other region using high gamma waves (52–104 Hz). This cross-frequency communication is diminished during propofol-induced unconsciousness and generalized spike-and-wave seizures, but enhanced by the psychedelic 5-MeO-DMT. Numerical simulations and neural recordings suggest these changes are mediated by shifts in thalamocortical electrodynamics toward or away from edge-of-chaos criticality, offering a mathematical framework for disrupted information transfer during unconsciousness.
bioRxiv Preprint Server
February 22, 2023
Daniel Toker, Eli J Müller, Hiroyuki Miyamoto et al.
3 citations
preprint
Consciousness depends on bidirectional communication between the cortex and thalamus. A specific pattern of cross-frequency communication—low-frequency waves (1.5–13 Hz) from one region encoded as high gamma waves (50–100 Hz) in the other—is present during conscious states in humans, mice, and rats. This communication diminishes during propofol-induced anesthesia and generalized spike-and-wave seizures, but is enhanced by the psychedelic 5-MeO-DMT. Numerical simulations and neural recordings show that these changes are mediated by shifts in thalamocortical dynamics toward or away from edge-of-chaos criticality, the phase transition between stability and chaos. The findings offer a mathematically defined framework linking thalamic-cortical communication to consciousness.
Journal of Neural Engineering
June 10, 2025
Daniel Polyakov, P A Robinson, Eli J Müller et al.
2 citations
A computational method uses a simplified brain model fitted to a patient's EEG power spectrum to design personalized electrical stimulation signals. In computer simulations, these signals induce healthy-like brain activity patterns in models of people with disorders of consciousness. When the model's parameters were near a stability boundary, stimulation caused a lasting change in activity beyond the stimulation period. The approach may activate plasticity mechanisms during long-term treatment, potentially leading to sustained improvements. Further clinical adjustments and validation are needed, but the method holds promise for improving therapeutic outcomes in disorders of consciousness and may extend to other neurological conditions.
Proceedings of the National Academy of Sciences of the United States of America
November 14, 2023
Brandon R Munn, Eli J Müller, Jaan Aru et al.
Integrated information, a proposed signature of consciousness, is maximized in a biophysical network model when the nonspecific thalamus drives thick-tufted layer 5 pyramidal neurons into a regime of time-varying synchronous bursting. In this regime, variable spiking dynamics with broad pairwise correlations support enhanced integrated information. The peak in integrated information coincides with criticality signatures and empirically observed layer 5 pyramidal bursting rates. These findings suggest that the thalamocortical core of the mammalian brain may be evolutionarily configured to optimize effective information processing, offering a potential neuronal mechanism linking microscale theories to macroscale signatures of consciousness.
Nature Communications
October 27, 2023
Brandon R Munn, Eli J Müller, Vicente Medel et al.
A microscale biophysical network model of layer-5 pyramidal neurons reproduces coarse-sampled dynamics seen in macroscale electrophysiological recordings from macaques and humans. By inverting the model, the authors identify spike and burst dynamics that distinguish unconscious, dreaming, and awake arousal states and reveal their functional signatures. Neuromodulatory arousal shifts neuronal dynamics around a low-dimensional energy landscape, altering the model's response to external stimuli. The work demonstrates how multiscale modeling can connect theories of consciousness across spatiotemporal scales.
Cell Reports
August 29, 2023
Eli J Müller, Brandon R Munn, Michelle J. Redinbaugh et al.
A whole-brain computational model of the corticothalamic system, built from empirical data on targeted and diffusely projecting thalamocortical nuclei, reproduces key features of propofol anesthesia: reduced network integration, lower state diversity, impaired susceptibility to perturbation, and decreased corticocortical coherence. These signatures indicate suppressed information transfer across the cerebral cortex. Selectively stimulating the matrix thalamus in the model restores signatures of conscious arousal, matching empirical results in macaques, and produces wake-like information processing states. The findings suggest that matrix thalamocortical projections modulate large-scale cortical attractor dynamics to enable the complex communication states that support conscious awareness.