Independent Mobility Achieved through a Wireless Brain-Machine Interface
Publication Date
November 01, 2016
Authors
Camilo Libedinsky, Rosa So, Zhiming Xu, Toe K. Kyar, et al
Volume
11
Issue
11
Pages
e0165773
DOI
https://dx.plos.org/10.1371/journal.pone.0165773
Publisher URL
http://journals.plos.org/plosone/article?id=10.1371%2Fjournal.pone.0165773
Web of Science
000386714200052
Scopus
84993272176
Mendeley
http://www.mendeley.com/research/independent-mobility-achieved-through-wireless-brainmachine-interface
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Mendeley | Further Information

{"title"=>"Independent mobility achieved through a wireless brain-machine interface", "type"=>"journal", "authors"=>[{"first_name"=>"Camilo", "last_name"=>"Libedinsky", "scopus_author_id"=>"8426670700"}, {"first_name"=>"Rosa", "last_name"=>"So", "scopus_author_id"=>"43061747600"}, {"first_name"=>"Zhiming", "last_name"=>"Xu", "scopus_author_id"=>"55902979400"}, {"first_name"=>"Toe K.", "last_name"=>"Kyar", "scopus_author_id"=>"57191821207"}, {"first_name"=>"Duncun", "last_name"=>"Ho", "scopus_author_id"=>"57191822747"}, {"first_name"=>"Clement", "last_name"=>"Lim", "scopus_author_id"=>"57191822806"}, {"first_name"=>"Louiza", "last_name"=>"Chan", "scopus_author_id"=>"56285496700"}, {"first_name"=>"Yuanwei", "last_name"=>"Chua", "scopus_author_id"=>"37048415200"}, {"first_name"=>"Lei", "last_name"=>"Yao", "scopus_author_id"=>"35410963800"}, {"first_name"=>"Jia Hao", "last_name"=>"Cheong", "scopus_author_id"=>"57197922502"}, {"first_name"=>"Jung Hyup", "last_name"=>"Lee", "scopus_author_id"=>"57191826840"}, {"first_name"=>"Kulkarni Vinayak", "last_name"=>"Vishal", "scopus_author_id"=>"57191825509"}, {"first_name"=>"Yongxin", "last_name"=>"Guo", "scopus_author_id"=>"7406307172"}, {"first_name"=>"Zhi Ning", "last_name"=>"Chen", "scopus_author_id"=>"7409485017"}, {"first_name"=>"Lay K.", "last_name"=>"Lim", "scopus_author_id"=>"57191833699"}, {"first_name"=>"Peng", "last_name"=>"Li", "scopus_author_id"=>"56437013300"}, {"first_name"=>"Lei", "last_name"=>"Liu", "scopus_author_id"=>"56510411200"}, {"first_name"=>"Xiaodan", "last_name"=>"Zou", "scopus_author_id"=>"24802811600"}, {"first_name"=>"Kai K.", "last_name"=>"Ang", "scopus_author_id"=>"56911834000"}, {"first_name"=>"Yuan", "last_name"=>"Gao", "scopus_author_id"=>"57198713211"}, {"first_name"=>"Wai Hoe", "last_name"=>"Ng", "scopus_author_id"=>"57191825297"}, {"first_name"=>"Boon Siew", "last_name"=>"Han", "scopus_author_id"=>"57191830144"}, {"first_name"=>"Keefe", "last_name"=>"Chng", "scopus_author_id"=>"15839106200"}, {"first_name"=>"Cuntai", "last_name"=>"Guan", "scopus_author_id"=>"7101632622"}, {"first_name"=>"Minkyu", "last_name"=>"Je", "scopus_author_id"=>"6601965421"}, {"first_name"=>"Shih Cheng", "last_name"=>"Yen", "scopus_author_id"=>"7402687273"}], "year"=>2016, "source"=>"PLoS ONE", "identifiers"=>{"pui"=>"612983238", "pmid"=>"27802344", "doi"=>"10.1371/journal.pone.0165773", "issn"=>"19326203", "scopus"=>"2-s2.0-84993958568", "sgr"=>"84993958568"}, "id"=>"4a469801-2a79-331d-8ff3-288f904baef5", "abstract"=>"Individuals with tetraplegia lack independent mobility, making them highly dependent on others to move from one place to another. Here, we describe how two macaques were able to use a wireless integrated system to control a robotic platform, over which they were sitting, to achieve independent mobility using the neuronal activity in their motor cortices. The activity of populations of single neurons was recorded using multiple electrode arrays implanted in the arm region of primary motor cortex, and decoded to achieve brain control of the platform. We found that free-running brain control of the platform (which was not equipped with any machine intelligence) was fast and accurate, resembling the performance achieved using joystick control. The decoding algorithms can be trained in the absence of joystick movements, as would be required for use by tetraplegic individuals, demonstrating that the non-human primate model is a good pre-clinical model for developing such a cortically-controlled movement prosthetic. Interestingly, we found that the response properties of some neurons differed greatly depending on the mode of control (joystick or brain control), suggesting different roles for these neurons in encoding movement intention and movement execution. These results demonstrate that independent mobility can be achieved without first training on prescribed motor movements, opening the door for the implementation of this technology in persons with tetraplegia.", "link"=>"http://www.mendeley.com/research/independent-mobility-achieved-through-wireless-brainmachine-interface", "reader_count"=>24, "reader_count_by_academic_status"=>{"Unspecified"=>1, "Professor > Associate Professor"=>1, "Researcher"=>6, "Student > Doctoral Student"=>3, "Student > Ph. D. 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Scopus | Further Information

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