Skip to content

Daniel Polyakov

4 papers in the library · 51 citations · publishing 2018-2025

Papers

Sort Most recent Most cited

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...

Neural field theory as a framework for modeling and understanding consciousness states in the brain

bioRxiv Preprint Server October 27, 2024 Daniel Polyakov, P.a. Robinson, Avigail Makbili et al. preprint

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...

Evoked Alpha Power is Reduced in Disconnected Consciousness During Sleep and Anesthesia

Scientific Reports November 5, 2018 Matthieu Darracq, Chadd M. Funk, Daniel Polyakov et al. 49 citations

Sleep and anesthesia entail alterations in conscious experience. Conscious experience may be absent (unconsciousness) or take the form of dreaming, a state in which sensory stimuli are not incorporated into conscious experience (disconnected consciousness). Recent work has identified features of cortical activity that distinguish conscious from unconscious states; however, less is known about...