{"id":109,"date":"2009-10-26T09:54:58","date_gmt":"2009-10-26T00:54:58","guid":{"rendered":"http:\/\/www.cns.atr.jp\/dni\/?page_id=109"},"modified":"2015-08-17T19:45:31","modified_gmt":"2015-08-17T10:45:31","slug":"visual-image-reconstruction-data","status":"publish","type":"page","link":"https:\/\/bicr.atr.jp\/dni\/sharing\/download\/visual-image-reconstruction-data\/","title":{"rendered":"\u8996\u899a\u50cf\u518d\u69cb\u6210fMRI\u30c7\u30fc\u30bf"},"content":{"rendered":"
\n

\"\"<\/h2>\n<\/div>\n

\u3053\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u8996\u899a\u50cf\u518d\u69cb\u6210\u306e\u7814\u7a76\u3067\u7528\u3044\u3089\u308c\u305fMATLAB\u30b3\u30fc\u30c9\u3068fMRI\u30c7\u30fc\u30bf\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u6982\u8981<\/strong><\/h2>\n

\u8996\u899a\u50cf\u518d\u69cb\u6210\u306e\u7814\u7a76Miyawaki Y et al. (2008): Visual image reconstruction from human brain activity using a combination of multiscale local image decoders. Neuron. Dec 10;60(5):915-29.<\/a>\u3067\u7528\u3044\u305ffMRI\u30c7\u30fc\u30bf\u3092\u516c\u958b\u3057\u3066\u304a\u308a\u307e\u3059\u306e\u3067\u3001\u3069\u306a\u305f\u3067\u3082\u3054\u81ea\u7531\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n

\u79c1\u305f\u3061\u306e\u8ad6\u6587\u4e2d\u3067\u306f\u3001“sparse multinomial logistic regression”<\/a>\u3068 \u547c\u3093\u3067\u304a\u308a\u307e\u3059\u30ab\u30b9\u30bf\u30e0\u30e1\u30a4\u30c9\u306e\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7528\u3044\u3066\u7a7a\u9593\u7684\u306b\u591a\u91cd\u89e3\u50cf\u5ea6\u3092\u6301\u3064\u30c7\u30b3\u30fc\u30c0\u3092\u5b66\u7fd2\u3055\u305b\u3001\u305d\u308c\u3089\u3092\u7c21\u5358\u306a\u7dda\u5f62\u30e2\u30c7\u30eb\u306b\u57fa\u3065\u3044\u3066\u7d44\u307f\u5408\u308f \u305b\u308b\u3053\u3068\u3067\u8996\u899a\u50cf\u518d\u69cb\u6210\u3092\u884c\u3044\u307e\u3057\u305f\u3002\u3053\u306e\u65b9\u6cd5\u3092\u7528\u3044\u308b\u3068\u3001\u30d2\u30c8\u306efMRI\u6d3b\u52d5\u30d1\u30bf\u30fc\u30f3\u304b\u3089\u305d\u306e\u30d2\u30c8\u304c\u898b\u3066\u3044\u308b\u753b\u50cf\u3092\u975e\u5e38\u306b\u9ad8\u3044\u7cbe\u5ea6\u3067\u518d\u69cb\u6210\u3059\u308b\u3053\u3068\u304c\u3067 \u304d\u307e\u3059\u3002\u3053\u306e\u65b9\u6cd5\u306b\u57fa\u3065\u3044\u3066\u753b\u50cf\u518d\u69cb\u6210\u3092\u884c\u3046\u305f\u3081\u306eMATLAB\u95a2\u6570\u3092\u30c7\u30fc\u30bf\u3068\u5171\u306b\u3053\u306e\u30da\u30fc\u30b8\u3067\u516c\u958b\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u307b\u304b\u306b\u3082\u3001\u79c1\u305f\u3061\u306e\u7d50\u679c\u3092\u3055\u3089\u306b\u4e0a\u56de\u308b\u7cbe\u5ea6\u3067\u8996\u899a\u50cf\u518d\u69cb\u6210\u304c\u53ef\u80fd\u306a\u65b9\u6cd5\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u305c\u3072\u79c1\u305f\u3061\u306e\u30c7\u30fc\u30bf\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u3001 \u307f\u306a\u3055\u3093\u306e\u30a2\u30a4\u30c7\u30a3\u30a2\u3092\u8a66\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\uff01\u516c\u958b\u3057\u3066\u304a\u308a\u307e\u3059\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001fMRI\u306e\u89e3\u6790\u3067\u5fc5\u8981\u306a\u524d\u51e6\u7406\u3092\u307b\u3068\u3093\u3069\u6e08\u307e\u305b\u305f\u3082\u306e\u3067\u3042\u308a\u3001\u975e\u5e38\u306b\u5358\u7d14\u306a \u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306b\u3082\u3068\u3065\u3044\u305ffMRI\u30c7\u30fc\u30bf\u3068\u30e9\u30d9\u30eb\uff08\u3053\u306e\u5834\u5408\u306f\u8996\u899a\u523a\u6fc0\uff09\u306e\u7d44\u307f\u5408\u308f\u305b\u304b\u3089\u306a\u3063\u3066\u304a\u308a\u307e\u3059\u3002\u89e3\u6790\u306b\u3042\u305f\u3063\u3066\u3001fMRI\u306e\u4fe1\u53f7\u306b\u95a2\u3059\u308b\u8a73\u3057\u3044 \u77e5\u8b58\u306f\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002\u6a5f\u68b0\u5b66\u7fd2\u306b\u306f\u8a73\u3057\u3044\u3051\u308c\u3069\u3082fMRI\u306e\u3053\u3068\u306f\u826f\u304f\u77e5\u3089\u306a\u3044\u3068\u3044\u3046\u65b9\u306b\u3068\u3063\u3066\u3082\u7c21\u5358\u306b\u3054\u4f7f\u7528\u3044\u305f\u3060\u3051\u308b\u30c7\u30fc\u30bf\u5f62\u5f0f\u3068\u306a\u3063\u3066\u304a\u308a\u307e\u3059\u306e \u3067\u3001\u305c\u3072\u30c8\u30e9\u30a4\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002 \u30c7\u30fc\u30bf\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306fMatlab7.4\u306b\u6e96\u62e0\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u30c7\u30b3\u30fc\u30c0\u3092\u5b66\u7fd2\u3059\u308b\u305f\u3081\u306b\u79c1\u305f\u3061\u304c\u5b9f\u9a13\u3067\u7528\u3044\u305f\u523a\u6fc0\u306f\u305f\u3060\u306e\u30e9\u30f3\u30c0\u30e0\u753b\u50cf\u3067\u3042\u308a\u3001\u3042\u308b\u7279\u5b9a\u306e\u7a7a\u9593\u30d1\u30bf\u30fc\u30f3\u306b\u5bfe\u3057\u3066\u30d0\u30a4\u30a2\u30b9\u3055\u308c\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e \u305b\u3093\uff08\u8ad6\u6587\u4e2dFigure 1\uff09\u3002\u3053\u306e\u70b9\u306b\u304a\u3044\u3066\u306f\u3001\u30cd\u30b3\u3084\u30b5\u30eb\u3092\u7528\u3044\u305f\u52d5\u7269\u5b9f\u9a13\u3067\u8996\u899a\u91ce\u306e\u795e\u7d4c\u7d30\u80de\u306e\u53d7\u5bb9\u91ce\u3092\u30db\u30ef\u30a4\u30c8\u30ce\u30a4\u30ba\u3067\u540c\u5b9a\u3059\u308b\u5b9f\u9a13\u3068\u975e\u5e38\u306b\u4f3c\u3066\u3044\u307e\u3059\u3002\u3088\u3063\u3066\u3001\u8996\u899a\u50cf\u518d\u69cb \u6210\u306e\u76ee\u7684\u306e\u307b\u304b\u306b\u3082\u3001\u57fa\u790e\u7684\u306a\u30d2\u30c8\u8996\u899a\u91ce\u306e\u53cd\u5fdc\u7279\u6027\u3092\u8abf\u3079\u308b\u3055\u307e\u3056\u307e\u306a\u76ee\u7684\u306b\u5bfe\u3057\u3066\u79c1\u305f\u3061\u306e\u30c7\u30fc\u30bf\u306f\u5fdc\u7528\u53ef\u80fd\u3067\u3042\u308b\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30d2\u30c8\u521d\u671f\u8996\u899a \u91ce\u306e\u53d7\u5bb9\u91ce\u540c\u5b9a\u3084\u3001BOLD\u4fe1\u53f7\u306e\u7a7a\u9593\u7684\u7dda\u5f62\u6027\u306e\u691c\u8a3c\u7b49\u306b\u3082\u3001\u79c1\u305f\u3061\u306e\u30c7\u30fc\u30bf\u306f\u4f7f\u3048\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u8996\u899a\u50cf\u518d\u69cb\u6210\u306b\u306f\u8208\u5473\u306f\u306a\u3044\u3051\u308c\u3069\u3082\u3001\u57fa\u790e\u751f\u7406\u5b66\u7684 \u306a\u554f\u3044\u306b\u8208\u5473\u304c\u3042\u308b\u3068\u3044\u3046\u65b9\u3082\u3001\u305c\u3072\u79c1\u305f\u3061\u306e\u30c7\u30fc\u30bf\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3044\u305f\u3060\u3044\u3066\u3001\u591a\u69d8\u306a\u76ee\u7684\u306b\u5fdc\u3058\u3066\u304a\u4f7f\u3044\u3044\u305f\u3060\u3051\u308c\u3070\u5e78\u3044\u3067\u3059\u3002<\/p>\n

\u73fe\u5728\u306f\u524d\u51e6\u7406\u6e08\u307f\u306efMRI\u30c7\u30fc\u30bf\u3092\u516c\u958b\u3057\u3066\u3044\u308b\u306e\u307f\u3067\u3059\u304c\u3001\u3054\u8981\u671b\u304c\u3042\u308c\u3070\u5b8c\u5168\u306a\u751f\u30c7\u30fc\u30bf\u3092ANALYZE\u5f62\u5f0f\u3067\u304a\u6e21\u3057\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n

\n

\u66f4\u65b0\u5c65\u6b74<\/strong><\/h2>\n<\/div>\n

2009\u5e74\uff18\u6708\uff17\u65e5: \u30c7\u30fc\u30bf\u3092\u516c\u958b\u3092\u958b\u59cb<\/p>\n

2010\u5e745\u670815\u65e5:\u5404\u30dc\u30af\u30bb\u30eb\u306eMNI\u5ea7\u6a19\u30c7\u30fc\u30bf\u3092\u8ffd\u52a0\u3002\u5ea7\u6a19\u30c7\u30fc\u30bf\u306b\u3064\u3044\u3066\u306e\u8a18\u8ff0\u3092\u30de\u30cb\u30e5\u30a2\u30eb\u306b\u8ffd\u52a0\u3002<\/p>\n

2012\u5e745\u670831\u65e5:\u753b\u50cf\u518d\u69cb\u6210\u306e\u305f\u3081\u306eMATLAB\u95a2\u6570\u3092\u30c7\u30fc\u30bf\u3068\u5171\u306b\u516c\u958b\u3002<\/p>\n

\n

\u5185\u5bb9<\/strong><\/h2>\n<\/div>\n

\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u53ef\u80fd\u306a\u30d5\u30a1\u30a4\u30eb\u306f\u3001\u5358\u4e00\u306ezip\u30d5\u30a1\u30a4\u30eb\u3067\u3059(‘Data_Reconst_Code_public.zip’)\u3002zip\u30d5\u30a1\u30a4\u30eb\u3092\u89e3\u51cd\u3059\u308b\u3068\u3001MATLAB\u30b3\u30fc\u30c9\u3001\u30c7\u30fc\u30bf\u30d5\u30a1\u30a4\u30eb\u3001\u30c7\u30fc\u30bf\u69cb\u9020\u3084\u518d\u69cb\u6210\u65b9\u6cd5\u306b\u95a2\u3059\u308b\u30de\u30cb\u30e5\u30a2\u30eb\u306epdf\u30d5\u30a1\u30a4\u30eb\u304c\u5f97\u3089\u308c\u307e\u3059\u3002\u30d5\u30a1\u30a4\u30eb\u30b5\u30a4\u30ba\u306f\u5168\u90e8\u3067\u7d04900MB\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u524d\u51e6\u7406\u6e08\u307f \uff08slice timing correction, realignment, coregistration, reslice\u304c\u9069\u7528\u6e08\u307f\uff09\u306e\u30e9\u30f3\u30c0\u30e0\u753b\u50cf\u30bb\u30c3\u30b7\u30e7\u30f3\u306efMRI\u4fe1\u53f7\uff08\u30c7\u30b3\u30fc\u30c0\u306e\u5b66\u7fd2\u306b\u5fc5\u8981\uff09\u3068\u56f3\u5f62\u753b\u50cf\u30bb\u30c3\u30b7\u30e7\u30f3\u306efMRI\u4fe1\u53f7\uff08\u4f5c\u6210\u3057\u305f\u518d\u69cb\u6210\u30e2\u30c7\u30eb \u306e\u6027\u80fd\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u793a\u3059\u305f\u3081\u306b\u7528\u3044\u308b\uff09\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u5f62\u3067\u4fdd\u5b58\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u516c\u958b\u3057\u3066\u3042\u308b\u30c7\u30fc\u30bf\u306f\u3001\u8ad6\u6587\u4e2d\u306e\u88ab\u9a13\u8005S1\u306e\u3082\u306e\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u4f7f\u7528\u74b0\u5883<\/strong><\/h2>\n

\u30c7\u30fc\u30bf\u306fMatlab version 7.4\u306b\u6e96\u62e0\u3059\u308b\u5f62\u3067\u4fdd\u5b58\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3088\u308a\u65b0\u3057\u3044Matlab\u3092\u304a\u4f7f\u3044\u304f\u3060\u3055\u3044\u3002\u307e\u305f\u3001MATLAB\u30b3\u30fc\u30c9\u3092\u7528\u3044\u3066\u518d\u69cb\u6210\u3092\u884c\u3046\u305f\u3081\u306b\u306f\u3001Brain Decoder Toolbox (BDTB) ver. 1.2.2\u304c\u5fc5\u8981\u3067\u3059\u3002BDTB\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u306f\u3053\u3061\u3089<\/a>\u304b\u3089\u3002<\/p>\n

\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/strong><\/h2>\n

\u30d5\u30a1\u30a4\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b5\u30a4\u30c8brainliner.jp<\/a>\u306e\u3001\u753b\u50cf\u518d\u69cb\u6210\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30da\u30fc\u30b8
\nhttp:\/\/brainliner.jp\/data\/brainliner\/Visual_Image_Reconstruction<\/a>\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u3044\u305f\u3060\u3051\u307e\u3059\u3002
\n\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30da\u30fc\u30b8\u306e\u3001”Supplementary Files”\u5185\u306b\u3042\u308bData_Reconst_Code_public.zip\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u306e\uff11\u3064\u306ezip\u30d5\u30a1\u30a4\u30eb\u306e\u4e2d\u306b\u3001fMRI\u30c7\u30fc\u30bf\u3001\u518d\u69cb\u6210\u306e\u305f\u3081\u306eMATLAB\u30b3\u30fc\u30c9\u3001\u304a\u3088\u3073\u30de\u30cb\u30e5\u30a2\u30eb\u304c\u3059\u3079\u3066\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u306b\u306f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u6761\u9805\u306b\u540c\u610f\u3057\u3066\u3044\u305f\u3060\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u306e\u3054\u4f7f\u7528\u306b\u969b\u3057\u3066<\/strong><\/h2>\n

\u30c7\u30fc\u30bf\u306f\u3054\u81ea\u7531\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u306e\u3046\u3048\u3001\u3054\u4f7f\u7528\u304f\u3060\u3055\u3044\u3002\u79c1\u305f\u3061\u306e\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u5b66\u4f1a\u3001\u8ad6\u6587\u767a\u8868\u7b49\u3092\u3055\u308c\u308b\u5834\u5408\u306f\u3001\u4e0b\u8a18\u306e\u8ad6\u6587\u3092\u5f15\u7528\u304f\u3060\u3055\u308b\u3088\u3046\u304a\u9858\u3044\u3057\u307e\u3059\u3002\u8457\u8005\u3068\u3057\u3066\u79c1\u305f\u3061\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u8ab0\u304b\u3092\u542b\u3081\u308b\u5fc5\u8981\u306f\u3054\u3056\u3044\u307e\u305b\u3093\u306e\u3067\u3001\u3069\u3046\u305e\u304a\u6c17\u8efd\u306b\u30c7\u30fc\u30bf\u3092\u3054\u4f7f\u7528\u304f\u3060\u3055\u3044\u3002<\/p>\n

\u5f15\u7528\u6587\u732e<\/strong><\/h2>\n

Miyawaki Y, Uchida H, Yamashita O, Sato MA, Morito Y, Tanabe HC, Sadato N, Kamitani Y (2008). Visual image reconstruction from human brain activity using a combination of multiscale local image decoders. Neuron. Dec 10;60(5):915-29. <\/a><\/p>\n

\u9023\u7d61\u5148<\/strong><\/h2>\n

\u30b3\u30e1\u30f3\u30c8\u3001\u3054\u8cea\u554f\u3001\u3054\u8981\u671b\u304a\u5f85\u3061\u3057\u3066\u304a\u308a\u307e\u3059\u3002\u4e0b\u8a18\u306e\u9023\u7d61\u5148\u307e\u3067\u304a\u9858\u3044\u3057\u307e\u3059\u3002<\/p>\n

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ATR\u8133\u60c5\u5831\u7814\u7a76\u6240<\/p>\n

\u3012619-0288\u4eac\u90fd\u5e9c\u76f8\u697d\u90e1\u7cbe\u83ef\u753a\u5149\u53f02-2-2
\n\u96fb\u8a71: 0774-95-1172, FAX: 0774-95-1172
\nhttp:\/\/www.atr.jp\/index_j.html<\/p>\n","protected":false},"excerpt":{"rendered":"

\u3053\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u8996\u899a\u50cf\u518d\u69cb\u6210\u306e\u7814\u7a76\u3067\u7528\u3044\u3089\u308c\u305fMATLAB\u30b3\u30fc\u30c9\u3068fMRI\u30c7\u30fc\u30bf\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u6982\u8981 \u8996\u899a\u50cf\u518d\u69cb\u6210\u306e\u7814\u7a76Miyawaki Y et al. (2008): Visual image r […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":42,"menu_order":1,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-109","page","type-page","status-publish","hentry"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/bicr.atr.jp\/dni\/wp-json\/wp\/v2\/pages\/109","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bicr.atr.jp\/dni\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/bicr.atr.jp\/dni\/wp-json\/wp\/v2\/types\/page"}],"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=109"}],"version-history":[{"count":25,"href":"https:\/\/bicr.atr.jp\/dni\/wp-json\/wp\/v2\/pages\/109\/revisions"}],"predecessor-version":[{"id":1996,"href":"https:\/\/bicr.atr.jp\/dni\/wp-json\/wp\/v2\/pages\/109\/revisions\/1996"}],"up":[{"embeddable":true,"href":"https:\/\/bicr.atr.jp\/dni\/wp-json\/wp\/v2\/pages\/42"}],"wp:attachment":[{"href":"https:\/\/bicr.atr.jp\/dni\/wp-json\/wp\/v2\/media?parent=109"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}