Self-paced silent speech brain-computer interface for device control Article Swipe
Shiyu Luo
,
Miguel Angrick
,
Christopher Coogan
,
Daniel N. Candrea
,
Kimberley Wyse‐Sookoo
,
Anouck Schippers
,
Rohit Ganji
,
Griffin Milsap
,
William S. Anderson
,
Chad R. Gordon
,
Donna Tippett
,
Nicholas J. Maragakis
,
Lora Clawson
,
Mariska J. Vansteensel
,
Francesco V. Tenore
,
Hynek Heřmanský
,
Matthew S. Fifer
,
Nick F. Ramsey
,
Nathan E. Crone
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1101/2025.04.09.25325542
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1101/2025.04.09.25325542
Brain-computer interfaces can potentially restore autonomy to people with paralysis, including the ability to control their own environment via smart devices in the home. BCI applications for controlling smart devices to date have required visual displays or auditory cues, limiting the user’s ability to autonomously and privately issue commands. In this study, a clinical trial participant with amyotrophic lateral sclerosis (ALS) used a chronically implanted electrocorticographic (ECoG) BCI to control smart devices with self-paced silent speech commands. Across 18 experimental sessions, silently mimed speech commands were detected in real time and decoded with a median accuracy of 97.1% (chance: 7.14%). These results demonstrate that silently attempted speech can be reliably decoded without exogenous timing cues, supporting the feasibility of reliable autonomous smart device control with an implantable BCI.
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Metadata
- Type
- preprint
- Language
- en
- Landing Page
- https://doi.org/10.1101/2025.04.09.25325542
- https://www.medrxiv.org/content/medrxiv/early/2025/04/10/2025.04.09.25325542.full.pdf
- OA Status
- green
- References
- 40
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4409321331
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4409321331Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1101/2025.04.09.25325542Digital Object Identifier
- Title
-
Self-paced silent speech brain-computer interface for device controlWork title
- Type
-
preprintOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2025Year of publication
- Publication date
-
2025-04-10Full publication date if available
- Authors
-
Shiyu Luo, Miguel Angrick, Christopher Coogan, Daniel N. Candrea, Kimberley Wyse‐Sookoo, Anouck Schippers, Rohit Ganji, Griffin Milsap, William S. Anderson, Chad R. Gordon, Donna Tippett, Nicholas J. Maragakis, Lora Clawson, Mariska J. Vansteensel, Francesco V. Tenore, Hynek Heřmanský, Matthew S. Fifer, Nick F. Ramsey, Nathan E. CroneList of authors in order
- Landing page
-
https://doi.org/10.1101/2025.04.09.25325542Publisher landing page
- PDF URL
-
https://www.medrxiv.org/content/medrxiv/early/2025/04/10/2025.04.09.25325542.full.pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://www.medrxiv.org/content/medrxiv/early/2025/04/10/2025.04.09.25325542.full.pdfDirect OA link when available
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Brain–computer interface, Interface (matter), Computer science, Speech recognition, Control (management), Human–computer interaction, Natural language processing, Psychology, Artificial intelligence, Neuroscience, Electroencephalography, Operating system, Bubble, Maximum bubble pressure methodTop concepts (fields/topics) attached by OpenAlex
- Cited by
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0Total citation count in OpenAlex
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40Number of works referenced by this work
- Related works (count)
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10Other works algorithmically related by OpenAlex
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| referenced_works | https://openalex.org/W4295896242, https://openalex.org/W2103844574, https://openalex.org/W4401561116, https://openalex.org/W2076676508, https://openalex.org/W2106006415, https://openalex.org/W4396905256, https://openalex.org/W2589952473, https://openalex.org/W4402773028, https://openalex.org/W4386091044, https://openalex.org/W4386100600, https://openalex.org/W3180220247, https://openalex.org/W4401560881, https://openalex.org/W4395666645, https://openalex.org/W4398140040, https://openalex.org/W2991284028, https://openalex.org/W2940585064, https://openalex.org/W4308523455, https://openalex.org/W3109832790, https://openalex.org/W2952609044, https://openalex.org/W4394577281, https://openalex.org/W4385196390, https://openalex.org/W3128540763, https://openalex.org/W4387897958, https://openalex.org/W4220908555, https://openalex.org/W1977266084, https://openalex.org/W4389670578, https://openalex.org/W2114291169, https://openalex.org/W1973275441, https://openalex.org/W2160783467, https://openalex.org/W4400028039, https://openalex.org/W2610581687, https://openalex.org/W2345377314, https://openalex.org/W4360804064, https://openalex.org/W2151123821, https://openalex.org/W1488659701, https://openalex.org/W3013691153, https://openalex.org/W4403963746, https://openalex.org/W4205549622, https://openalex.org/W4396854588, https://openalex.org/W4398238284 |
| referenced_works_count | 40 |
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