Literature DB >> 34725508

Closed-loop enhancement and neural decoding of cognitive control in humans.

Sydney S Cash1, Alik S Widge2,3, Ishita Basu4, Ali Yousefi4,5, Britni Crocker1, Rina Zelmann1, Angelique C Paulk1, Noam Peled6, Kristen K Ellard4, Daniel S Weisholtz7, G Rees Cosgrove8, Thilo Deckersbach4, Uri T Eden9, Emad N Eskandar10,11, Darin D Dougherty4.   

Abstract

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.
© 2021. The Author(s), under exclusive licence to Springer Nature Limited.

Entities:  

Year:  2021        PMID: 34725508      PMCID: PMC9056584          DOI: 10.1038/s41551-021-00804-y

Source DB:  PubMed          Journal:  Nat Biomed Eng        ISSN: 2157-846X            Impact factor:   29.234


  76 in total

1.  tDCS to the left DLPFC modulates cognitive and physiological correlates of executive function in a state-dependent manner.

Authors:  Laura Dubreuil-Vall; Peggy Chau; Giulio Ruffini; Alik S Widge; Joan A Camprodon
Journal:  Brain Stimul       Date:  2019-06-06       Impact factor: 8.955

Review 2.  The diffusion decision model: theory and data for two-choice decision tasks.

Authors:  Roger Ratcliff; Gail McKoon
Journal:  Neural Comput       Date:  2008-04       Impact factor: 2.026

Review 3.  Cognitive control, hierarchy, and the rostro-caudal organization of the frontal lobes.

Authors:  David Badre
Journal:  Trends Cogn Sci       Date:  2008-04-09       Impact factor: 20.229

4.  Statistical power analyses using G*Power 3.1: tests for correlation and regression analyses.

Authors:  Franz Faul; Edgar Erdfelder; Axel Buchner; Albert-Georg Lang
Journal:  Behav Res Methods       Date:  2009-11

5.  Midfrontal theta tracks action monitoring over multiple interactive time scales.

Authors:  Michael X Cohen
Journal:  Neuroimage       Date:  2016-07-27       Impact factor: 6.556

6.  Impaired Midline Theta Power and Connectivity During Proactive Cognitive Control in Schizophrenia.

Authors:  Sephira G Ryman; James F Cavanagh; Christopher J Wertz; Nicholas A Shaff; Andrew B Dodd; Brigitte Stevens; Josef Ling; Ronald A Yeo; Faith M Hanlon; Juan Bustillo; Shannon F Stromberg; Denise S Lin; Swala Abrams; Andrew R Mayer
Journal:  Biol Psychiatry       Date:  2018-05-25       Impact factor: 13.382

7.  Frequency-Dependent Representation of Reinforcement-Related Information in the Human Medial and Lateral Prefrontal Cortex.

Authors:  Elliot H Smith; Garrett P Banks; Charles B Mikell; Syndey S Cash; Shaun R Patel; Emad N Eskandar; Sameer A Sheth
Journal:  J Neurosci       Date:  2015-12-02       Impact factor: 6.167

8.  CLoSES: A platform for closed-loop intracranial stimulation in humans.

Authors:  Rina Zelmann; Angelique C Paulk; Ishita Basu; Anish Sarma; Ali Yousefi; Britni Crocker; Emad Eskandar; Ziv Williams; G Rees Cosgrove; Daniel S Weisholtz; Darin D Dougherty; Wilson Truccolo; Alik S Widge; Sydney S Cash
Journal:  Neuroimage       Date:  2020-09-01       Impact factor: 6.556

9.  Oscillatory dynamics coordinating human frontal networks in support of goal maintenance.

Authors:  Bradley Voytek; Andrew S Kayser; David Badre; David Fegen; Edward F Chang; Nathan E Crone; Josef Parvizi; Robert T Knight; Mark D'Esposito
Journal:  Nat Neurosci       Date:  2015-07-27       Impact factor: 24.884

Review 10.  Corticostriatal circuitry.

Authors:  Suzanne N Haber
Journal:  Dialogues Clin Neurosci       Date:  2016-03       Impact factor: 5.986

View more
  6 in total

1.  Local and distant cortical responses to single pulse intracranial stimulation in the human brain are differentially modulated by specific stimulation parameters.

Authors:  Angelique C Paulk; Rina Zelmann; Britni Crocker; Alik S Widge; Darin D Dougherty; Emad N Eskandar; Daniel S Weisholtz; R Mark Richardson; G Rees Cosgrove; Ziv M Williams; Sydney S Cash
Journal:  Brain Stimul       Date:  2022-03-02       Impact factor: 8.955

2.  Computational validity: using computation to translate behaviours across species.

Authors:  A David Redish; Adam Kepecs; Lisa M Anderson; Olivia L Calvin; Nicola M Grissom; Ann F Haynos; Sarah R Heilbronner; Alexander B Herman; Suma Jacob; Sisi Ma; Iris Vilares; Sophia Vinogradov; Cody J Walters; Alik S Widge; Jennifer L Zick; Anna Zilverstand
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2021-12-27       Impact factor: 6.671

3.  Physiologically informed neuromodulation.

Authors:  Karen Wendt; Timothy Denison; Gaynor Foster; Lothar Krinke; Alix Thomson; Saydra Wilson; Alik S Widge
Journal:  J Neurol Sci       Date:  2021-12-28       Impact factor: 3.181

4.  A Control-Theoretical System for Modulating Hippocampal Gamma Oscillations Using Stimulation of the Posterior Cingulate Cortex.

Authors:  Carlos E Davila; David X Wang; Maxwell Ritzer; Rosalyn Moran; Bradley C Lega
Journal:  IEEE Trans Neural Syst Rehabil Eng       Date:  2022-08-17       Impact factor: 4.528

5.  Commentary: Targeting the MRI-mapped psychopathology of major psychiatric disorders with neurostimulation.

Authors:  Jia-Xin Xie; Jin-Jin Cui; Yang Cao; Yue-Wen Gu; Jing-Wen Fan; Lei Ren; Xiao-Fan Liu; Shu-Wan Zhao; Wang-Hong Shi; Qun Yang; Yin-Chuan Jin; Feng-Zhan Li; Lei Song; Hong Yin; Feng Cao; Baojuan Li; Long-Biao Cui
Journal:  Front Psychiatry       Date:  2022-09-20       Impact factor: 5.435

6.  Serendipitous Stimulation of Nucleus Basalis of Meynert-The Effect of Unintentional, Long-Term High-Frequency Stimulation on Cognition in Parkinson's Disease.

Authors:  I Daria Bogdan; D L Marinus Oterdoom; Teus van Laar; Rients B Huitema; Vincent J Odekerken; Judith A Boel; Rob M A de Bie; J Marc C van Dijk
Journal:  J Clin Med       Date:  2022-01-11       Impact factor: 4.241

  6 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.