{"id":1681,"date":"2013-03-12T13:42:50","date_gmt":"2013-03-12T04:42:50","guid":{"rendered":"http:\/\/www.cns.atr.jp\/dni\/?p=1681"},"modified":"2013-03-12T13:43:35","modified_gmt":"2013-03-12T04:43:35","slug":"variational-bayesian-canonical-correlation-analysis","status":"publish","type":"post","link":"https:\/\/bicr.atr.jp\/dni\/2013\/03\/variational-bayesian-canonical-correlation-analysis\/","title":{"rendered":"Variational Bayesian Canonical Correlation Analysis"},"content":{"rendered":"<p>Yusuke Fujiwara has just open-sourced his variational Bayesian CCA library for matlab. This library uses data from Miyawaki&#8217;s 2008 paper and is available on github:<\/p>\n<p><a href=\"https:\/\/github.com\/ATR-DNI\/VBCCA\">https:\/\/github.com\/ATR-DNI\/VBCCA<\/a><\/p>\n<h3>See:<\/h3>\n<ul>\n<li>Fujiwara Y, Miyawaki Y and Kamitani Y. (2013). Modular encoding and decoding models derived from Bayesian Canonical Correlation Analysis. Neural Computation, in press.<\/li>\n<\/ul>\n<h3><a name=\"references\" href=\"https:\/\/github.com\/ATR-DNI\/VBCCA#references\"><\/a>References:<\/h3>\n<ul>\n<li>Miyawaki Y, Uchida H, et al., and Kamitani Y. (2008). Visual image reconstruction from human brain activity using a combination of multi scale local image decoders. Neuron, 60, 915-929.<\/li>\n<li>Fujiwara, Y., Miyawaki, Y., and Kamitani, Y. (2009). Estimating image bases for visual image reconstruction from human brain activity. Advances in neural information processing systems, 22, 576-584. (<a href=\"http:\/\/books.nips.cc\/papers\/files\/nips22\/NIPS2009_0804.pdf\">http:\/\/books.nips.cc\/papers\/files\/nips22\/NIPS2009_0804.pdf<\/a>)<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Yusuke Fujiwara has just open-sourced his variational Bayesian CCA library for matlab. This library uses data  [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-1681","post","type-post","status-publish","format-standard","hentry","category-4"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/bicr.atr.jp\/dni\/wp-json\/wp\/v2\/posts\/1681","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bicr.atr.jp\/dni\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bicr.atr.jp\/dni\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bicr.atr.jp\/dni\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/bicr.atr.jp\/dni\/wp-json\/wp\/v2\/comments?post=1681"}],"version-history":[{"count":2,"href":"https:\/\/bicr.atr.jp\/dni\/wp-json\/wp\/v2\/posts\/1681\/revisions"}],"predecessor-version":[{"id":1684,"href":"https:\/\/bicr.atr.jp\/dni\/wp-json\/wp\/v2\/posts\/1681\/revisions\/1684"}],"wp:attachment":[{"href":"https:\/\/bicr.atr.jp\/dni\/wp-json\/wp\/v2\/media?parent=1681"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bicr.atr.jp\/dni\/wp-json\/wp\/v2\/categories?post=1681"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bicr.atr.jp\/dni\/wp-json\/wp\/v2\/tags?post=1681"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}