Closed-loop enhancement and neural decoding of cognitive control in humans.
Journal
Nature biomedical engineering
ISSN: 2157-846X
Titre abrégé: Nat Biomed Eng
Pays: England
ID NLM: 101696896
Informations de publication
Date de publication:
04 2023
04 2023
Historique:
received:
14
04
2020
accepted:
02
09
2021
medline:
28
4
2023
pubmed:
3
11
2021
entrez:
2
11
2021
Statut:
ppublish
Résumé
Deficits in cognitive control-that is, in the ability to withhold a default pre-potent response in favour of a more adaptive choice-are common in depression, anxiety, addiction and other mental disorders. Here we report proof-of-concept evidence that, in participants undergoing intracranial epilepsy monitoring, closed-loop direct stimulation of the internal capsule or striatum, especially the dorsal sites, enhances the participants' cognitive control during a conflict task. We also show that closed-loop stimulation upon the detection of lapses in cognitive control produced larger behavioural changes than open-loop stimulation, and that task performance for single trials can be directly decoded from the activity of a small number of electrodes via neural features that are compatible with existing closed-loop brain implants. Closed-loop enhancement of cognitive control might remediate underlying cognitive deficits and aid the treatment of severe mental disorders.
Identifiants
pubmed: 34725508
doi: 10.1038/s41551-021-00804-y
pii: 10.1038/s41551-021-00804-y
pmc: PMC9056584
mid: NIHMS1737950
doi:
Types de publication
Journal Article
Research Support, U.S. Gov't, Non-P.H.S.
Research Support, Non-U.S. Gov't
Research Support, N.I.H., Extramural
Langues
eng
Sous-ensembles de citation
IM
Pagination
576-588Subventions
Organisme : NINDS NIH HHS
ID : UH3 NS100548
Pays : United States
Organisme : NIDA NIH HHS
ID : R01 DA026297
Pays : United States
Organisme : NINDS NIH HHS
ID : K24 NS088568
Pays : United States
Organisme : NEI NIH HHS
ID : R01 EY017658
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH111917
Pays : United States
Informations de copyright
© 2021. The Author(s), under exclusive licence to Springer Nature Limited.
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