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D. Depannemaecker

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Open access Sep 2026

Biophysically inspired mean-field model of neuronal populations driven by ion-exchange mechanisms

Whole-brain simulations are a valuable tool for gaining insight into the multiscale processes that regulate brain activity. Due to the complexity of the brain, it is impractical to include all microscopic details in a simulation. Hence, researchers often simulate the brain as a network of coupled neural masses, each de...

G. Rabuffo, Abhirup Bandyopadhyay, Carmela Calabrese et al. · 0 citations
Open access Aug 2026

The Internal Structure of Seizures Reflects Animal-Specific Trajectories of Disease Progression and Circadian Modulation in Epileptic Mice

It is demonstrated that seizures are structured dynamical trajectories rather than uniform episodes of abnormal activity, suggesting that the internal structure of seizures encodes information about network reorganisation over time, providing a class of biomarkers for tracking disease progression.

Vinicius Lima, A. Ghestem, V. Jirsa et al. · 0 citations
Open access Aug 2026

A minimal model of working memory in neural systems and neuromorphic circuits

This work introduces their symmetric counterpart by replacing adaptation with slow self-excitation, motivated by intrinsic calcium-mediated membrane currents, and derives and validate a mean-field neural mass model that remains stable while retaining working-memory functionality.

D. Depannemaecker, Adrien d'Hollande, G. Casagrande et al. · 0 citations
Open access Aug 2026

BRIDGE: A Computational Workflow from Single Neurons to Network of Mean-Field Models

BRIDGE provides a reproducible foundation for developing biologically informed mean-field models suitable for large-scale and whole-brain simulations, supporting the transition from generic homogeneous population models toward region-specific ones.

Ilaria Carannante, D. Depannemaecker, M. Woodman et al. · 0 citations

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