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Eli J Müller

6 papers in the library · 23 citations · publishing 2023-2025

Papers

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Personalized stimulation therapies for disorders of consciousness: a computational approach to inducing healthy-like brain activity based on neural field theory.

Journal of Neural Engineering June 10, 2025 Daniel Polyakov, P A Robinson, Eli J Müller et al. 2 citations

Objective.Disorders of consciousness (DoC) remain a significant challenge in neurology, with traditional brain stimulation therapies showing limited and inconsistent efficacy across patients. This study presents a novel computational approach grounded in neural field theory for constructing personalized stimulus signals designed to induce healthy-like neural activity patterns in individuals...

DOI: 10.1088/1741-2552/addd48 (opens in new tab) Full text (opens in new tab) EEG Brain stimulation Disorders of consciousness Neural field theory +4

Criticality supports cross-frequency cortical-thalamic information transfer during conscious states.

Elife January 5, 2024 Daniel Toker, Eli J Müller, Hiroyuki Miyamoto et al. 21 citations

Consciousness is thought to be regulated by bidirectional information transfer between the cortex and thalamus, but the nature of this bidirectional communication - and its possible disruption in unconsciousness - remains poorly understood. Here, we present two main findings elucidating mechanisms of corticothalamic information transfer during conscious states. First, we identify a highly...

DOI: 10.7554/elife.86547 (opens in new tab) Full text (opens in new tab) Anesthesia Consciousness Criticality Epilepsy +7

A thalamocortical substrate for integrated information via critical synchronous bursting.

Proceedings of the National Academy of Sciences November 14, 2023 Brandon R Munn, Eli J Müller, Jaan Aru et al.

Understanding the neurobiological mechanisms underlying consciousness remains a significant challenge. Recent evidence suggests that the coupling between distal-apical and basal-somatic dendrites in thick-tufted layer 5 pyramidal neurons (L5PN), regulated by the nonspecific-projecting thalamus, is crucial for consciousness. Yet, it is uncertain whether this thalamocortical mechanism can support...

DOI: 10.1073/pnas.2308670120 (opens in new tab) Full text (opens in new tab) Biophysical network Dendrites Integrated information Nonspecific thalamus +1

Neuronal connected burst cascades bridge macroscale adaptive signatures across arousal states.

Nature Communications October 27, 2023 Brandon R Munn, Eli J Müller, Vicente Medel et al.

The human brain displays a rich repertoire of states that emerge from the microscopic interactions of cortical and subcortical neurons. Difficulties inherent within large-scale simultaneous neuronal recording limit our ability to link biophysical processes at the microscale to emergent macroscopic brain states. Here we introduce a microscale biophysical network model of layer-5 pyramidal...

Translating electrophysiological signatures of awareness into thalamocortical mechanisms by inverting systems-level computational models across arousal states

bioRxiv October 16, 2023 Vicente Medel, Eli J Müller, Brandon R Munn et al. preprint

While consciousness never fades during wakefulness, there is a paradoxical coexistence of consciousness during dreaming states. It’s also possible for sensory awareness to be either present or absent when awakened from seemingly-identical states of sedation and anaesthesia. Traditionally, these states have been characterised in terms of their electroencephalographic neural correlates, however,...

The non-specific matrix thalamus facilitates the cortical information processing modes relevant for conscious awareness.

Cell Reports August 29, 2023 Eli J Müller, Brandon R Munn, Michelle J. Redinbaugh et al.

The neurobiological mechanisms of arousal and anesthesia remain poorly understood. Recent evidence highlights the key role of interactions between the cerebral cortex and the diffusely projecting matrix thalamic nuclei. Here, we interrogate these processes in a whole-brain corticothalamic neural mass model endowed with targeted and diffusely projecting thalamocortical nuclei inferred from...