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P A Robinson

3 papers in the library · 2 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...

Neural field modeling and analysis of consciousness states in the brain.

Neuroscience of Consciousness 2025 Daniel Polyakov, P A Robinson, Avigail Makbili et al.

Understanding the neural correlates of consciousness remains a central challenge in neuroscience. In this study, we explore the potential of neural field theory (NFT) as a computational framework for representing consciousness states. While prior research has validated NFT's capacity to differentiate between normal and pathological states of consciousness, the relationship of its parameters to...

Method for quantifying arousal and consciousness in healthy states and severe brain injury via EEG-based measures of corticothalamic physiology.

Journal of neuroscience methods October 1, 2023 S Assadzadeh, Jitka Annen, Leandro R. D. Sanz et al.

Characterization of normal arousal states has been achieved by fitting predictions of corticothalamic neural field theory (NFT) to electroencephalographic (EEG) spectra to yield relevant physiological parameters. A prior fitting method is extended to distinguish conscious and unconscious states in healthy and brain injured subjects by identifying additional parameters and clusters in parameter...