{"id":1191,"date":"2016-10-27T17:48:45","date_gmt":"2016-10-27T21:48:45","guid":{"rendered":"https:\/\/sites.bu.edu\/guentherlab\/?page_id=1191"},"modified":"2016-10-28T21:13:08","modified_gmt":"2016-10-29T01:13:08","slug":"brain-computer-interfaces-for-communication","status":"publish","type":"page","link":"https:\/\/sites.bu.edu\/guentherlab\/research-projects\/brain-computer-interfaces-for-communication\/","title":{"rendered":"An Eye Movement Brain-Computer Interface"},"content":{"rendered":"<p>In this collaborative project with the <a href=\"http:\/\/ekmillerlab.mit.edu\/\" target=\"_blank\">Miller lab<\/a> at MIT, we\u00a0developed one of the first eye movement brain-computer interfaces using electrodes implanted in monkey frontal cortical areas involved in eye movement planning and execution. The BCI decoded intended eye movement direction from the neural activities recorded from three 32-channel planar electrode arrays that were permanently implanted in the supplementary eye field (SEF), frontal eye field (FEF), and prefrontal cortex (PFC) of two non-human primates. The system was capable of correctly decoding intended saccade direction in approximately 80% of trials involving 6 possible movement directions. In other words, the system\u00a0successfully produces \u201cvirtual eye movements\u201d to targets on a computer screen without requiring overt movement on the monkey&#8217;s part.<\/p>\n<p><img loading=\"lazy\" src=\"\/guentherlab\/files\/2016\/08\/SaccadeBMI_UnlockLogo-636x388.png\" alt=\"SaccadeBMI_UnlockLogo-636x388\" width=\"636\" height=\"388\" class=\"aligncenter wp-image-214 size-full\" \/><\/p>\n<p><strong>Eye movement brain-computer-interface (BCI) block diagram.<\/strong><\/p>\n<h4>Publications<\/h4>\n<ul>\n<li>Jia, N., Brincat, S.L., Salazar-G\u00f3mez, A.F., Panko, M., Guenther, F.H., and Miller, E. (under review). Decoding of intended saccade direction in an oculomotor brain-computer interface.<\/li>\n<li>Brincat, S., Salazar-Gomez, A.F., Jia, N., Panko, M., Miller, E.K., and Guenther, F.H. (2013). <a href=\"\/guentherlab\/files\/2016\/10\/iBCI-Brincat_et_al-EyeBCI.pdf\" target=\"_blank\">Development of an intracortical eye movement-based brain-computer interface.<\/a> <em>Proceedings of the 2013 International BCI Meeting, Pacific Grove, CA<\/em>.<\/li>\n<li>Brincat, S., Jia, N., Salazar-Gomez, A.F., Panko, M., Miller, E.K., and Guenther, F.H., (2013). <a href=\"\/guentherlab\/files\/2016\/10\/iBCI-Jia_et_al-neuralSignalComparison.pdf\" target=\"_blank\">Which neural signals are optimal for brain-Computer interface control?<\/a> <em>Proceedings of the 2013 International BCI Meeting, Pacific Grove, CA<\/em>.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>In this collaborative project with the Miller lab at MIT, we\u00a0developed one of the first eye movement brain-computer interfaces using electrodes implanted in monkey frontal cortical areas involved in eye movement planning and execution. The BCI decoded intended eye movement direction from the neural activities recorded from three 32-channel planar electrode arrays that were permanently [&hellip;]<\/p>\n","protected":false},"author":3849,"featured_media":0,"parent":1211,"menu_order":8,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/sites.bu.edu\/guentherlab\/wp-json\/wp\/v2\/pages\/1191"}],"collection":[{"href":"https:\/\/sites.bu.edu\/guentherlab\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.bu.edu\/guentherlab\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.bu.edu\/guentherlab\/wp-json\/wp\/v2\/users\/3849"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.bu.edu\/guentherlab\/wp-json\/wp\/v2\/comments?post=1191"}],"version-history":[{"count":11,"href":"https:\/\/sites.bu.edu\/guentherlab\/wp-json\/wp\/v2\/pages\/1191\/revisions"}],"predecessor-version":[{"id":1396,"href":"https:\/\/sites.bu.edu\/guentherlab\/wp-json\/wp\/v2\/pages\/1191\/revisions\/1396"}],"up":[{"embeddable":true,"href":"https:\/\/sites.bu.edu\/guentherlab\/wp-json\/wp\/v2\/pages\/1211"}],"wp:attachment":[{"href":"https:\/\/sites.bu.edu\/guentherlab\/wp-json\/wp\/v2\/media?parent=1191"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}