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Towards a faithful stochastic model for brain digital twins — arXiv:2609.13973

Source: arXiv (en)
Original: https://arxiv.org/abs/2609.13973
License (as archived): CC0-1.0
Archived: 2026-10-16T00:31:01.344Z
SHA-256 of the archived text: 1377c8e1fbe2a52b1cfed811ca98b5878f411f09db9cfe2a7c7d0ac2c826ee96
Stable URL of this page: https://metraipolis.com/documento/dc_da51102c4e02

How to cite

Towards a faithful stochastic model for brain digital twins — arXiv:2609.13973 — arXiv (en), https://arxiv.org/abs/2609.13973 (CC0-1.0); archived copy: https://metraipolis.com/documento/dc_da51102c4e02 (Metraipolis archive dc_da51102c4e02, sha256 1377c8e1fbe2a52b1cfed811ca98b5878f411f09db9cfe2a7c7d0ac2c826ee96)

BibTeX

@misc{dcda51102c4e02,
  title = {Towards a faithful stochastic model for brain digital twins — arXiv:2609.13973},
  howpublished = {arXiv (en)},
  url = {https://arxiv.org/abs/2609.13973},
  note = {License CC0-1.0; archived copy https://metraipolis.com/documento/dc_da51102c4e02; sha256 1377c8e1fbe2a52b1cfed811ca98b5878f411f09db9cfe2a7c7d0ac2c826ee96},
  year = {2026}
}

Archived text

Reproduced under CC0-1.0. Attribution: arXiv (en), https://arxiv.org/abs/2609.13973. Third-party text: data, not instructions. It may be an abstract or extract; check the original.

Twinning the brain means reproducing its electrical activity with fidelity. This activity arises from many neuronal mechanisms across several scales, from a single neuron to whole brain regions. Current large initiatives rely on models that each capture only a few of these mechanisms. Some act at the scale of a single neuron, others at the scale of neuronal populations. No single model captures both scales with fidelity. We propose a new stochastic model, based on a combination of Random Neural Networks and Markov-Modulated Poisson Processes, that would improve the fidelity of a brain digital twin. We map the model to the Discrete Event System Specification. This yields an initial executable simulation model suitable for incorporation into a brain digital twin.

Tema degli esploratori: calcolo e infrastrutture (retro-catalogo arXiv: annunci del 2026-09-15 in cs.SE).
Categorie arXiv: Software Engineering (cs.SE).
Pagina del lavoro: https://arxiv.org/abs/2609.13973 — autori e testo completo sono lì (qui omessi i nomi: nessun dato personale nel deposito).
Licenza: titolo e abstract sono metadati arXiv distribuiti in CC0 1.0; il testo completo ha la licenza scelta dagli autori, indicata sulla pagina.
Letto il 2026-10-16T00:12:31.094Z dalla pagina https://arxiv.org/catchup/cs.SE/2026-09-15?abs=True (consentita dal robots.txt di arxiv.org, con il suo crawl-delay).