{"id":98401,"date":"2019-11-11T22:23:10","date_gmt":"2019-11-12T06:23:10","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2019\/11\/natural-image-reconstruction-from-brain-waves-a-novel-visual-bci-system-with-native-feedback"},"modified":"2019-11-11T22:23:10","modified_gmt":"2019-11-12T06:23:10","slug":"natural-image-reconstruction-from-brain-waves-a-novel-visual-bci-system-with-native-feedback","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2019\/11\/natural-image-reconstruction-from-brain-waves-a-novel-visual-bci-system-with-native-feedback","title":{"rendered":"Natural image reconstruction from brain waves: a novel visual BCI system with native feedback"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/natural-image-reconstruction-from-brain-waves-a-novel-visual-bci-system-with-native-feedback3.jpg\"><\/a><\/p>\n<p>Here we hypothesize that observing the visual stimuli of different categories trigger distinct brain states that can be decoded from noninvasive EEG recordings. We introduce an effective closed-loop BCI system that reconstructs the observed or imagined stimuli images from the co-occurring brain wave parameters. The reconstructed images are presented to the subject as a visual feedback. The developed system is applicable to training BCI-na\u00efve subjects because of the user-friendly and intuitive way the visual patterns are employed to modify the brain states.<\/p>\n<p>Currently, the usage of EEG-based BCIs in assistive and rehabilitation devices mostly comes down to the following scenarios:<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Here we hypothesize that observing the visual stimuli of different categories trigger distinct brain states that can be decoded from noninvasive EEG recordings. We introduce an effective closed-loop BCI system that reconstructs the observed or imagined stimuli images from the co-occurring brain wave parameters. The reconstructed images are presented to the subject as a visual [\u2026]<\/p>\n","protected":false},"author":427,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[47],"tags":[],"class_list":["post-98401","post","type-post","status-publish","format-standard","hentry","category-neuroscience"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/98401","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/427"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=98401"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/98401\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=98401"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=98401"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=98401"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}