{"id":58321,"date":"2022-01-01T12:00:00","date_gmt":"2022-01-01T12:00:00","guid":{"rendered":"https:\/\/klaeslab.de\/enhancing-the-decoding-accuracy-of-eeg-signals-by-the-introduction-of-anchored-stft-and-adversarial-data-augmentation-method-2\/"},"modified":"2022-01-01T12:00:00","modified_gmt":"2022-01-01T12:00:00","slug":"enhancing-the-decoding-accuracy-of-eeg-signals-by-the-introduction-of-anchored-stft-and-adversarial-data-augmentation-method-2","status":"publish","type":"page","link":"https:\/\/klaeslab.de\/de\/enhancing-the-decoding-accuracy-of-eeg-signals-by-the-introduction-of-anchored-stft-and-adversarial-data-augmentation-method-2\/","title":{"rendered":"Enhancing the decoding accuracy of EEG signals by the introduction of anchored-STFT and adversarial data augmentation method"},"content":{"rendered":"<div class=\"tp_single_publication\"><span class=\"tp_single_author\">Omair Ali, Muhammad Saif-ur-Rehman, Susanne Dyck, Tobias Glasmachers, Ioannis Iossifidis, Christian Klaes: <\/span> <span class=\"tp_single_title\">Enhancing the decoding accuracy of EEG signals by the introduction of anchored-STFT and adversarial data augmentation method<\/span>. <span class=\"tp_single_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">Scientific reports, <\/span><span class=\"tp_pub_additional_volume\">Bd. 12, <\/span><span class=\"tp_pub_additional_number\">Nr. 1, <\/span><span class=\"tp_pub_additional_pages\">S. 1\u201319, <\/span><span class=\"tp_pub_additional_year\">2022<\/span>.<\/span><\/div><!--more--><\/p>\n<h2 class=\"tp_abstract\">Abstract<\/h2><p class=\"tp_abstract\"><\/p>\n<h2 class=\"tp_links\">Links<\/h2><p class=\"tp_abstract\"><ul class=\"tp_pub_list\"><li><i class=\"fab fa-youtube\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/www.youtube.com\/watch?v=1esI4O7Ra50&amp;t=276s\" title=\"https:\/\/www.youtube.com\/watch?v=1esI4O7Ra50&amp;t=276s\" target=\"_blank\">https:\/\/www.youtube.com\/watch?v=1esI4O7Ra50&amp;t=276s<\/a><\/li><\/ul><\/p>\n<h2 class=\"tp_bibtex\">BibTeX (<a href=\"https:\/\/klaeslab.de\/de?feed=tp_pub_bibtex&amp;key=ali2022enhancing\">Download<\/a>)<\/h2><pre class=\"tp_bibtex\">@article{ali2022enhancing,\r\ntitle = {Enhancing the decoding accuracy of EEG signals by the introduction of anchored-STFT and adversarial data augmentation method},\r\nauthor = {Omair Ali and Muhammad Saif-ur-Rehman and Susanne Dyck and Tobias Glasmachers and Ioannis Iossifidis and Christian Klaes},\r\nurl = {https:\/\/www.youtube.com\/watch?v=1esI4O7Ra50&t=276s},\r\nyear  = {2022},\r\ndate = {2022-01-01},\r\nurldate = {2022-01-01},\r\njournal = {Scientific reports},\r\nvolume = {12},\r\nnumber = {1},\r\npages = {1--19},\r\npublisher = {Nature Publishing Group},\r\nkeywords = {},\r\npubstate = {published},\r\ntppubtype = {article}\r\n}\r\n<\/pre>","protected":false},"excerpt":{"rendered":"<p>Omair Ali, Muhammad Saif-ur-Rehman, Susanne Dyck, Tobias Glasmachers, Ioannis Iossifidis, Christian Klaes: Enhancing the decoding accuracy of EEG signals by the introduction of anchored-STFT and adversarial data augmentation method. In: Scientific reports, Bd. 12, Nr. 1, S. 1\u201319, 2022. Abstract Linkshttps:\/\/www.youtube.com\/watch?v=1esI4O7Ra50&amp;t=276s BibTeX (Download)@article{ali2022enhancing, title = {Enhancing the decoding accuracy of EEG signals by the introduction&hellip;<\/p>","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"footnotes":""},"class_list":["post-58321","page","type-page","status-publish","hentry","description-off"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/klaeslab.de\/de\/enhancing-the-decoding-accuracy-of-eeg-signals-by-the-introduction-of-anchored-stft-and-adversarial-data-augmentation-method-2\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.10\" \/>\n\t\t<meta property=\"og:locale\" content=\"de_DE\" \/>\n\t\t<meta property=\"og:site_name\" content=\"KlaesLab - 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