Contributions of Stereotactic EEG Electrodes in Grey and White Matter to Speech Activity Detection

P. Z. Soroush; C. Herff; S. Ries; J. J. Shih; T. Schultz; D. J. Krusienski

doi:10.1109/EMBC48229.2022.9871464

Contributions of Stereotactic EEG Electrodes in Grey and White Matter to Speech Activity Detection

P. Z. Soroush, C. Herff, S. Ries, J. J. Shih, T. Schultz, D. J. Krusienski

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

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Abstract

Recent studies have shown it is possible to decode and synthesize speech directly using brain activity recorded from implanted electrodes. While this activity has been extensively examined using electrocorticographic (ECoG) recordings from cortical surface grey matter, stereotactic electroen-cephalography (sEEG) provides comparatively broader coverage and access to deeper brain structures including both grey and white matter. The present study examines the relative and joint contributions of grey and white matter electrodes for speech activity detection in a brain-computer interface.

Original language	English
Title of host publication	44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022
Publisher	IEEE
Pages	4789-4792
Number of pages	4
Volume	2022-July
ISBN (Electronic)	9781728127828
DOIs	https://doi.org/10.1109/EMBC48229.2022.9871464
Publication status	Published - 1 Jan 2022
Event	44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Glasgow, United Kingdom Duration: 11 Jul 2022 → 15 Jul 2022 Conference number: 44

Publication series

Series	Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
Volume	2022-July
ISSN	1557-170X

Conference

Conference	44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
Abbreviated title	EMBC 2022
Country/Territory	United Kingdom
City	Glasgow
Period	11/07/22 → 15/07/22

Access to Document

10.1109/EMBC48229.2022.9871464

Full TextFinal published version, 1.44 MBLicence: Taverne

Cite this

Soroush, P. Z., Herff, C., Ries, S., Shih, J. J., Schultz, T., & Krusienski, D. J. (2022). Contributions of Stereotactic EEG Electrodes in Grey and White Matter to Speech Activity Detection. In 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (Vol. 2022-July, pp. 4789-4792). IEEE. https://doi.org/10.1109/EMBC48229.2022.9871464

Soroush, P. Z. ; Herff, C. ; Ries, S. et al. / Contributions of Stereotactic EEG Electrodes in Grey and White Matter to Speech Activity Detection. 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. Vol. 2022-July IEEE, 2022. pp. 4789-4792 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Vol. 2022-July).

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title = "Contributions of Stereotactic EEG Electrodes in Grey and White Matter to Speech Activity Detection",

abstract = "Recent studies have shown it is possible to decode and synthesize speech directly using brain activity recorded from implanted electrodes. While this activity has been extensively examined using electrocorticographic (ECoG) recordings from cortical surface grey matter, stereotactic electroen-cephalography (sEEG) provides comparatively broader coverage and access to deeper brain structures including both grey and white matter. The present study examines the relative and joint contributions of grey and white matter electrodes for speech activity detection in a brain-computer interface.",

author = "Soroush, {P. Z.} and C. Herff and S. Ries and Shih, {J. J.} and T. Schultz and Krusienski, {D. J.}",

note = "Funding Information: *This work was supported by NSF 2011595/1608140 and BMBF 01GQ1602. 1P. Z. Soroush and D. J. Krusienski are with Virginia Commonwealth University, Richmond, VA, USA zanganehp@vcu.edu 2C. Herff is with the University of Maastricht, Maastricht, Netherlands 3S. Ries is with San Diego State University, San Diego, CA, USA 4J. J. Shih is with UCSD Health, San Diego, CA, USA 5T. Schultz is with the University of Bremen, Bremen, Germany Publisher Copyright: {\textcopyright} 2022 IEEE.; 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 ; Conference date: 11-07-2022 Through 15-07-2022",

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Soroush, PZ, Herff, C, Ries, S, Shih, JJ, Schultz, T & Krusienski, DJ 2022, Contributions of Stereotactic EEG Electrodes in Grey and White Matter to Speech Activity Detection. in 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. vol. 2022-July, IEEE, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, vol. 2022-July, pp. 4789-4792, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Glasgow, United Kingdom, 11/07/22. https://doi.org/10.1109/EMBC48229.2022.9871464

Contributions of Stereotactic EEG Electrodes in Grey and White Matter to Speech Activity Detection. / Soroush, P. Z.; Herff, C.; Ries, S. et al.
44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. Vol. 2022-July IEEE, 2022. p. 4789-4792 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Vol. 2022-July).

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

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Soroush PZ, Herff C, Ries S, Shih JJ, Schultz T, Krusienski DJ. Contributions of Stereotactic EEG Electrodes in Grey and White Matter to Speech Activity Detection. In 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. Vol. 2022-July. IEEE. 2022. p. 4789-4792. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Vol. 2022-July). doi: 10.1109/EMBC48229.2022.9871464