{"id":363,"date":"2020-07-09T16:51:59","date_gmt":"2020-07-09T16:51:59","guid":{"rendered":"http:\/\/sites.rutgers.edu\/shiva-salsabilian\/?page_id=363"},"modified":"2021-07-23T19:42:27","modified_gmt":"2021-07-23T19:42:27","slug":"publications","status":"publish","type":"page","link":"https:\/\/sites.rutgers.edu\/shiva-salsabilian\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"<ul>\n<li><strong>S. Salsabilian<\/strong> and L. Najafizadeh, &#8220;<span style=\"font-size: 1rem\">A Variational Encoder Framework for Decoding Behavior Choices from\u00a0<\/span><span style=\"font-size: 1rem\">Neural Data<\/span>,\u201d International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021.<\/li>\n<\/ul>\n<ul>\n<li><strong>S. Salsabilian<\/strong> and L. Najafizadeh, &#8220;Classifying Mild Traumatic Brain Injury via Frequency-Specified Graph Features of Brain Functional Networks,\u201d submitted to Journal of Neural Engineering (JNE), 2021.<\/li>\n<\/ul>\n<ul>\n<li><strong>S. Salsabilian<\/strong> and L. Najafizadeh, &#8220;An Adversarial Variational Autoencoder Approach Toward\u00a0Transfer Learning in mTBI Identification&#8221;, 10th International IEEE EMBS Conference on Neural Engineering (NER), May 2021.<\/li>\n<\/ul>\n<ul>\n<li><strong>S. Salsabilian<\/strong> and L. Najafizadeh, &#8220;Mild Traumatic Brain Injury Networks Classification via Topological Graph Embedding and 2D Convolutional Neural Networks&#8221;,\u00a0International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2020.<\/li>\n<\/ul>\n<ul>\n<li><strong>S. Salsabilian<\/strong>, E. Bibineyshvili, D. J. Margolis and L. Najafizadeh, &#8220;Study of Functional Network Topology Alterations after Injury via Embedding Methods,&#8221;, OSA Biomedical Optics Meeting, Fort Lauderdale, FL, Apr.2020.<\/li>\n<\/ul>\n<ul>\n<li><strong>S. Salsabilian<\/strong>, C. R. Lee, D. J. Margolis, and L. Najafizadeh, &#8220;Identifying Task-Related Brain Functional States via Cortical Networks&#8221;, IEEE International Symposium on Circuits and Systems (ISCAS), Spain, May 2020.<\/li>\n<\/ul>\n<ul>\n<li><strong>S. Salsabilian<\/strong>, E. Bibineyshvili, D. J. Margolis and L. Najafizadeh, &#8220;Quantifying Changes in Brain Function Following Injury Via Network Measures&#8221;, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Germany, July 2019.<\/li>\n<\/ul>\n<ul>\n<li><strong>S. Salsabilian<\/strong>, C. R. Lee, D. J. Margolis, and L. Najafizadeh, &#8220;Using Connectivity to Infer Behavior from Cortical Activity Recorded through Widefield Transcranial Imaging&#8221;, OSA Biomedical Optics Meeting, FL, 2018.<\/li>\n<\/ul>\n<ul>\n<li>K. Slavakis, <strong>S. Salsabilian<\/strong>, D. S. Wack, S. F. Muldoon, et.al., &#8220;Clustering Brain-Network Time Series by Riemannian Geometry&#8221;, IEEE Transaction on Signal and Information Processing over Networks Vol. 4, Issue 3, pp. 519-533, 2018.<\/li>\n<\/ul>\n<ul>\n<li>K. Slavakis, <strong>S. Salsabilian<\/strong>, D. S. Wack, S. F. Muldoon, et.al.,\u00a0&#8220;Riemannian multi-manifold modeling and clustering in brain networks&#8221;, Wavelets and Sparsity XVII, SPIE Optics + Photonics, Volume 10394, pp. 103940B, 2017.<\/li>\n<\/ul>\n<ul>\n<li>K. Slavakis, <strong>S. Salsabilian<\/strong>, D. S. Wack, S. F. Muldoon, et.al., &#8220;Clustering time-varying connectivity networks by Riemannian geometry: The brain-network case.&#8221;, Statistical Signal Processing (SSP), Palma de Mallorca: Spain, June 2016.<\/li>\n<\/ul>\n<ul>\n<li>K. Slavakis, <strong>S. Salsabilian<\/strong>, D. S. Wack, S. F. Muldoon, et.al., &#8220;Clustering brain-network-connectivity states using kernel partial correlations&#8221;, 50th Asilomar Conference on Signals, Systems and Computers, Pacific Grove, California, 2016.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>S. Salsabilian and L. Najafizadeh, &#8220;A Variational Encoder Framework for Decoding Behavior Choices from\u00a0Neural Data,\u201d International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021. S. Salsabilian &hellip; <a href=\"https:\/\/sites.rutgers.edu\/shiva-salsabilian\/publications\/\" class=\"\">Read More<\/a><\/p>\n","protected":false},"author":21,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"template-custom.php","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-363","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Publications - Shiva Salsabilian<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sites.rutgers.edu\/shiva-salsabilian\/publications\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Publications - Shiva Salsabilian\" \/>\n<meta property=\"og:description\" content=\"S. 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Salsabilian and L. Najafizadeh, &#8220;A Variational Encoder Framework for Decoding Behavior Choices from\u00a0Neural Data,\u201d International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021. S. Salsabilian &hellip; Read More","og_url":"https:\/\/sites.rutgers.edu\/shiva-salsabilian\/publications\/","og_site_name":"Shiva Salsabilian","article_modified_time":"2021-07-23T19:42:27+00:00","twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/sites.rutgers.edu\/shiva-salsabilian\/publications\/","url":"https:\/\/sites.rutgers.edu\/shiva-salsabilian\/publications\/","name":"Publications - Shiva Salsabilian","isPartOf":{"@id":"https:\/\/sites.rutgers.edu\/shiva-salsabilian\/#website"},"datePublished":"2020-07-09T16:51:59+00:00","dateModified":"2021-07-23T19:42:27+00:00","breadcrumb":{"@id":"https:\/\/sites.rutgers.edu\/shiva-salsabilian\/publications\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/sites.rutgers.edu\/shiva-salsabilian\/publications\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/sites.rutgers.edu\/shiva-salsabilian\/publications\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/sites.rutgers.edu\/shiva-salsabilian\/"},{"@type":"ListItem","position":2,"name":"Publications"}]},{"@type":"WebSite","@id":"https:\/\/sites.rutgers.edu\/shiva-salsabilian\/#website","url":"https:\/\/sites.rutgers.edu\/shiva-salsabilian\/","name":"Shiva Salsabilian","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/sites.rutgers.edu\/shiva-salsabilian\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/sites.rutgers.edu\/shiva-salsabilian\/wp-json\/wp\/v2\/pages\/363"}],"collection":[{"href":"https:\/\/sites.rutgers.edu\/shiva-salsabilian\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.rutgers.edu\/shiva-salsabilian\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.rutgers.edu\/shiva-salsabilian\/wp-json\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.rutgers.edu\/shiva-salsabilian\/wp-json\/wp\/v2\/comments?post=363"}],"version-history":[{"count":8,"href":"https:\/\/sites.rutgers.edu\/shiva-salsabilian\/wp-json\/wp\/v2\/pages\/363\/revisions"}],"predecessor-version":[{"id":573,"href":"https:\/\/sites.rutgers.edu\/shiva-salsabilian\/wp-json\/wp\/v2\/pages\/363\/revisions\/573"}],"wp:attachment":[{"href":"https:\/\/sites.rutgers.edu\/shiva-salsabilian\/wp-json\/wp\/v2\/media?parent=363"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}