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Neural Mass Model

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neural mass model

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3 curated items2 ePosters1 Seminar
Updated about 2 years ago
3 items · neural mass model
3 results
SeminarNeuroscienceRecording

Diffuse coupling in the brain - A temperature dial for computation

Eli Müller
The University of Sydney
Oct 5, 2023

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 empirical data. This model captures key features seen in propofol anesthesia, including diminished network integration, lowered state diversity, impaired susceptibility to perturbation, and decreased corticocortical coherence. Collectively, these signatures reflect a suppression of information transfer across the cerebral cortex. We recover these signatures of conscious arousal by selectively stimulating the matrix thalamus, recapitulating empirical results in macaque, as well as wake-like information processing states that reflect the thalamic modulation of largescale cortical attractor dynamics. Our results highlight the role of matrix thalamocortical projections in shaping many features of complex cortical dynamics to facilitate the unique communication states supporting conscious awareness.

ePoster

Pyramidal Interneuron Next-Generation Neural Mass Model: Synaptic Properties and Stimulation Response

Raul Aristides, Pau Cobero, Roser Sanchez-Todo, Giulio Ruffini, Jordi Garcia-Ojalvo

Bernstein Conference 2024

ePoster

Bayesian inference of cortico-cortical effective connectivity in networks of neural mass models

Matthieu Gilson, Cyprien Dautrevaux, Olivier David, Meysam Hashemi

FENS Forum 2024