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Journal Article

Sketching a Space of Brain States

Authors
/persons/resource/maria.mannone

Mannone,  Maria
Potsdam Institute for Climate Impact Research;

Ribino,  Patrizia
External Organizations;

Fazio,  Peppino
External Organizations;

/persons/resource/Marwan

Marwan,  Norbert       
Potsdam Institute for Climate Impact Research;

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Citation

Mannone, M., Ribino, P., Fazio, P., Marwan, N. (2025): Sketching a Space of Brain States. - Neuroinformatics, 23, 45.
https://doi.org/10.1007/s12021-025-09739-0


Cite as: https://publications.pik-potsdam.de/pubman/item/item_32569
Abstract
Brain functional connectivity alterations, that is, pathological changes in the signal exchange between areas of the brain, are occurring in several neurological diseases, including neurodegenerative and neuropsychiatric ones. They consist in changes in how brain functional networks work. By conceptualising a brain space as a space whose points are connectome configurations representing brain functional states, changes in brain network functionality can be represented by paths between these points. Paths from a healthy state to a diseased one, or between diseased states as instances of disease progression, are modelled as the action of the Krankheit-Operator, that produces changes from a brain functional state to another one. This study proposes a formal representation of the space of brain states and presents its computational definition. Moreover, references to patients affected by Parkinson’s disease, schizophrenia, and Alzheimer-Perusini’s disease are included for discussing the proposed approach and possible developments of the research toward a generalisation.