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Avigail Makbili

Department of Cognitive and Brain Sciences, Ben-Gurion University of the Negev, David Ben Gurion Blvd 1, Be'er-Sheva 8410501, Israel.

2 papers in the library · publishing 2024-2025

Papers

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

Neuroscience of consciousness January 1, 2025 Daniel Polyakov, P A Robinson, Avigail Makbili et al.

Neural field theory (NFT) can model brain activity across different states of consciousness. By fitting a corticothalamic NFT model to EEG data from healthy individuals and patients with disorders of consciousness, researchers identified correlations between NFT parameters and features of both experimental and simulated EEG. These correlations distinguish healthy from impaired consciousness and point to potential physiological biomarkers. The findings clarify how consciousness levels are represented in the NFT framework and highlight its value for in-silico experimentation in consciousness research.

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

Neural field theory (NFT) may serve as a computational framework for representing states of consciousness, though its parameters' connection to consciousness levels is not yet clear. Prior work has shown NFT can distinguish normal from pathological consciousness states.