Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/109681
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dc.contributorDepartment of Rehabilitation Sciences-
dc.creatorWang, H-
dc.creatorZheng, H-
dc.creatorYang, Y-
dc.creatorFong, KNK-
dc.creatorLong, J-
dc.date.accessioned2024-11-08T06:11:15Z-
dc.date.available2024-11-08T06:11:15Z-
dc.identifier.issn1534-4320-
dc.identifier.urihttp://hdl.handle.net/10397/109681-
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineersen_US
dc.rightsThis work is licensed under a Creative Commons Attribution 4.0 License. For more information, see https://creativecommons.org/licenses/by/4.0/en_US
dc.rightsThe following publication H. Wang, H. Zheng, Y. Yang, K. N. K. Fong and J. Long, "Cortical Contributions to Imagined Power Grip Task: An EEG-Triggered TMS Study," in IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 31, pp. 3813-3822, 2023 is avaiable at https://doi.org/10.1109/TNSRE.2023.3317813.en_US
dc.subjectAlpha poweren_US
dc.subjectI-wavesen_US
dc.subjectMachine learningen_US
dc.subjectMotor imageryen_US
dc.subjectTranscranial magnetic stimulation (TMS)en_US
dc.titleCortical contributions to imagined power grip task : an EEG-triggered TMS studyen_US
dc.typeJournal/Magazine Articleen_US
dc.identifier.spage3813-
dc.identifier.epage3822-
dc.identifier.volume31-
dc.identifier.doi10.1109/TNSRE.2023.3317813-
dcterms.abstractPrevious studies have demonstrated that motor imagery leads to desynchronization in the alpha rhythm within the contralateral primary motor cortex. However, the underlying electrophysiological mechanisms responsible for this desynchronization during motor imagery remain unclear. To examine this question, we conducted an investigation using EEG in combination with noninvasive transcranial magnetic stimulation (TMS) during index finger abduction (ABD) and power grip imaginations. The TMS was administered employing diverse coil orientations to selectively stimulate corticospinal axons, aiming to target both early and late synaptic inputs to corticospinal neurons. TMS was triggered based on the alpha power levels, categorized in 20th percentile bins, derived from the individual alpha power distribution during the imagined tasks of ABD and power grip. Our analysis revealed negative correlations between alpha power and motor evoked potential (MEP) amplitude, as well as positive correlations with MEP latency across all coil orientations for each imagined task. Furthermore, we conducted functional network analysis in the alpha band to explore network connectivity during imagined index finger abduction and power grip tasks. Our findings indicate that network connections were denser in the fronto-parietal area during imagined ABD compared to power grip conditions. Moreover, the functional network properties demonstrated potential for effectively classifying between these two imagined tasks. These results provide functional evidence supporting the hypothesis that alpha oscillations may play a role in suppressing MEP amplitude and latency during imagined power grip. We propose that imagined ABD and power grip tasks may activate different populations and densities of axons at the cortical level.-
dcterms.accessRightsopen accessen_US
dcterms.bibliographicCitationIEEE transactions on neural systems and rehabilitation engineering, 2023, v. 31, p. 3813-3822-
dcterms.isPartOfIEEE transactions on neural systems and rehabilitation engineering-
dcterms.issued2023-
dc.identifier.scopus2-s2.0-85173064084-
dc.identifier.pmid37729574-
dc.identifier.eissn1558-0210-
dc.description.validate202411 bcch-
dc.description.oaVersion of Recorden_US
dc.identifier.FolderNumberOA_Scopus/WOSen_US
dc.description.fundingSourceOthersen_US
dc.description.fundingTextNational Natural Science Foundation of China; Outstanding Youth Project of Guangdong Natural Science Foundation of China; Guangdong Provincial Key Laboratory of Traditional Chinese Medicine Informatization; Fundamental Research Funds for Central Universities; Science and Technology Planning Project of Guangdong Province, Chinaen_US
dc.description.pubStatusPublisheden_US
dc.description.oaCategoryCCen_US
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