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Can brain models finally be both realistic and smart?

Mario Senden, Leonardo Dalla Porta, Jan Fousek, Jorge F. Mejias, Gorka Zamora-López

May 18, 2026

Researchers propose functional whole-brain models that combine anatomically accurate brain structure with the ability to actually perform cognitive tasks—bridging a 30-year divide between biophysical realism and functional competence. The framework requires grounding in real connectome data, realistic continuous dynamics, and measurable outputs matching brain imaging and behavior. This could unify how neuroscientists build models and generate testable predictions about how structure enables cognition.
Published as Functional Whole-Brain Models: A New Framework for Unifying Brain Structure and Cognitive Function arXiv:2605.18118
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