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High performance communication by people with paralysis using an intracortical brain-computer interface
Brain-computer interfaces (BCIs) have the potential to restore communication for people with tetraplegia and anarthria by translating neural activity into control signals for assistive communication devices. While previous pre-clinical and clinical studies have demonstrated promising proofs-of-conce...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
eLife Sciences Publications, Ltd
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5319839/ https://www.ncbi.nlm.nih.gov/pubmed/28220753 http://dx.doi.org/10.7554/eLife.18554 |
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author | Pandarinath, Chethan Nuyujukian, Paul Blabe, Christine H Sorice, Brittany L Saab, Jad Willett, Francis R Hochberg, Leigh R Shenoy, Krishna V Henderson, Jaimie M |
author_facet | Pandarinath, Chethan Nuyujukian, Paul Blabe, Christine H Sorice, Brittany L Saab, Jad Willett, Francis R Hochberg, Leigh R Shenoy, Krishna V Henderson, Jaimie M |
author_sort | Pandarinath, Chethan |
collection | PubMed |
description | Brain-computer interfaces (BCIs) have the potential to restore communication for people with tetraplegia and anarthria by translating neural activity into control signals for assistive communication devices. While previous pre-clinical and clinical studies have demonstrated promising proofs-of-concept (Serruya et al., 2002; Simeral et al., 2011; Bacher et al., 2015; Nuyujukian et al., 2015; Aflalo et al., 2015; Gilja et al., 2015; Jarosiewicz et al., 2015; Wolpaw et al., 1998; Hwang et al., 2012; Spüler et al., 2012; Leuthardt et al., 2004; Taylor et al., 2002; Schalk et al., 2008; Moran, 2010; Brunner et al., 2011; Wang et al., 2013; Townsend and Platsko, 2016; Vansteensel et al., 2016; Nuyujukian et al., 2016; Carmena et al., 2003; Musallam et al., 2004; Santhanam et al., 2006; Hochberg et al., 2006; Ganguly et al., 2011; O’Doherty et al., 2011; Gilja et al., 2012), the performance of human clinical BCI systems is not yet high enough to support widespread adoption by people with physical limitations of speech. Here we report a high-performance intracortical BCI (iBCI) for communication, which was tested by three clinical trial participants with paralysis. The system leveraged advances in decoder design developed in prior pre-clinical and clinical studies (Gilja et al., 2015; Kao et al., 2016; Gilja et al., 2012). For all three participants, performance exceeded previous iBCIs (Bacher et al., 2015; Jarosiewicz et al., 2015) as measured by typing rate (by a factor of 1.4–4.2) and information throughput (by a factor of 2.2–4.0). This high level of performance demonstrates the potential utility of iBCIs as powerful assistive communication devices for people with limited motor function. Clinical Trial No: NCT00912041 DOI: http://dx.doi.org/10.7554/eLife.18554.001 |
format | Online Article Text |
id | pubmed-5319839 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | eLife Sciences Publications, Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-53198392017-02-22 High performance communication by people with paralysis using an intracortical brain-computer interface Pandarinath, Chethan Nuyujukian, Paul Blabe, Christine H Sorice, Brittany L Saab, Jad Willett, Francis R Hochberg, Leigh R Shenoy, Krishna V Henderson, Jaimie M eLife Human Biology and Medicine Brain-computer interfaces (BCIs) have the potential to restore communication for people with tetraplegia and anarthria by translating neural activity into control signals for assistive communication devices. While previous pre-clinical and clinical studies have demonstrated promising proofs-of-concept (Serruya et al., 2002; Simeral et al., 2011; Bacher et al., 2015; Nuyujukian et al., 2015; Aflalo et al., 2015; Gilja et al., 2015; Jarosiewicz et al., 2015; Wolpaw et al., 1998; Hwang et al., 2012; Spüler et al., 2012; Leuthardt et al., 2004; Taylor et al., 2002; Schalk et al., 2008; Moran, 2010; Brunner et al., 2011; Wang et al., 2013; Townsend and Platsko, 2016; Vansteensel et al., 2016; Nuyujukian et al., 2016; Carmena et al., 2003; Musallam et al., 2004; Santhanam et al., 2006; Hochberg et al., 2006; Ganguly et al., 2011; O’Doherty et al., 2011; Gilja et al., 2012), the performance of human clinical BCI systems is not yet high enough to support widespread adoption by people with physical limitations of speech. Here we report a high-performance intracortical BCI (iBCI) for communication, which was tested by three clinical trial participants with paralysis. The system leveraged advances in decoder design developed in prior pre-clinical and clinical studies (Gilja et al., 2015; Kao et al., 2016; Gilja et al., 2012). For all three participants, performance exceeded previous iBCIs (Bacher et al., 2015; Jarosiewicz et al., 2015) as measured by typing rate (by a factor of 1.4–4.2) and information throughput (by a factor of 2.2–4.0). This high level of performance demonstrates the potential utility of iBCIs as powerful assistive communication devices for people with limited motor function. Clinical Trial No: NCT00912041 DOI: http://dx.doi.org/10.7554/eLife.18554.001 eLife Sciences Publications, Ltd 2017-02-21 /pmc/articles/PMC5319839/ /pubmed/28220753 http://dx.doi.org/10.7554/eLife.18554 Text en http://creativecommons.org/publicdomain/zero/1.0/ This is an open-access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication (http://creativecommons.org/publicdomain/zero/1.0/) . |
spellingShingle | Human Biology and Medicine Pandarinath, Chethan Nuyujukian, Paul Blabe, Christine H Sorice, Brittany L Saab, Jad Willett, Francis R Hochberg, Leigh R Shenoy, Krishna V Henderson, Jaimie M High performance communication by people with paralysis using an intracortical brain-computer interface |
title | High performance communication by people with paralysis using an intracortical brain-computer interface |
title_full | High performance communication by people with paralysis using an intracortical brain-computer interface |
title_fullStr | High performance communication by people with paralysis using an intracortical brain-computer interface |
title_full_unstemmed | High performance communication by people with paralysis using an intracortical brain-computer interface |
title_short | High performance communication by people with paralysis using an intracortical brain-computer interface |
title_sort | high performance communication by people with paralysis using an intracortical brain-computer interface |
topic | Human Biology and Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5319839/ https://www.ncbi.nlm.nih.gov/pubmed/28220753 http://dx.doi.org/10.7554/eLife.18554 |
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