The hippocampus CA1 microcircuit is ready to join the taskforce of region-specific mean field models for a comprehensive virtual brain simulation
Motivation: Virtual brains are proving quite successful for BOLD signal simulation but they still lack a specific mathematical description of individual brain regions. Goal(s): Our goal was to develop a specific mean field model (MF) of the hippocampus CA1 microcircuit. Approach: A bottom-up formalism recently developed for the cerebral and cerebellar cortex was adopted. It is based on a transfer function, which remaps neuronal microscale features from cellular recordings to the mean field mesoscale domain. Results: The hippocampus CA1 MF reproduced the neuronal activity of the microcircuit and captured learning mechanisms. Impact: The mean field of the hippocampus CA1 microcircuit enriches the growing collection of region-specific models. Its forthcoming integration into virtual brains together with other region-specific models has the potential to achieve a comprehensive and personalised BOLD signal dynamics simulation.
Authors
- Claudia Casellato (ORCID: https://orcid.org/0000-0002-8729-0391)
- Fulvia Palesi (ORCID: https://orcid.org/0000-0001-5027-8770)
- Alain Destexhe (ORCID: https://orcid.org/0000-0001-7405-0455)
- Egidio D’Angelo (ORCID: https://orcid.org/0000-0002-6007-7187)
- Federico Tesler (ORCID: https://orcid.org/0000-0001-5093-6913)
- Michele Migliore
- Roberta Lorenzi (ORCID: https://orcid.org/0000-0003-2034-118X)
- Claudia Gandini Wheeler Kingshott
Publication Details
- Journal
- Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
- Published
- 2024-11-26
- DOI
- https://doi.org/10.58530/2024/4128
- Primary Topic
- Functional Brain Connectivity Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00