{"id":185,"date":"2021-03-22T12:35:36","date_gmt":"2021-03-22T03:35:36","guid":{"rendered":"https:\/\/ai999.careers\/rabbit\/eshikaku\/?p=185"},"modified":"2022-12-06T10:47:46","modified_gmt":"2022-12-06T01:47:46","slug":"math_index","status":"publish","type":"post","link":"https:\/\/ai999.careers\/rabbit\/eshikaku\/math_index\/","title":{"rendered":"\u76ee\u6b21-\u4e2d\u5b66\u751f\u304b\u3089\u5206\u304b\u308bAI\u6570\u5b66"},"content":{"rendered":"

\u30fc\u76ee\u6b21\u30fc<\/p>\n

\u7b2c\u4e00\u8b1b\uff1a\u3000\u6d3b\u6027\u5316\u95a2\u6570\u3000\uff08PDF\u5168\u7de8\uff09<\/a><\/span><\/span><\/p>\n

    \n
  1. Step\u95a2\u6570<\/a><\/span><\/span><\/li>\n
  2. ReLU\u95a2\u6570<\/a><\/span><\/span><\/li>\n
  3. Softmax\u95a2\u6570<\/a><\/span><\/span><\/li>\n
  4. Sigmoid\u95a2\u6570<\/a><\/span><\/span><\/li>\n
  5. Tanh\u95a2\u6570<\/a><\/span><\/span><\/li>\n<\/ol>\n

    \u7b2c\u4e8c\u8b1b\uff1a\u3000\u6761\u4ef6\u4ed8\u304d\u5bfe\u6570\u5c24\u5ea6\u3068\u5e73\u5747\u4e8c\u4e57\u8aa4\u5dee\uff08PDF\u5168\u7de8\uff09<\/a><\/span><\/span><\/p>\n

      \n
    1. \u6700\u5c0f\u4e8c\u4e57\u6cd5,\u5e73\u5747\u4e8c\u4e57\u8aa4\u5dee<\/span><\/span><\/a><\/li>\n
    2. \u6700\u5c24\u6cd5,\u6761\u4ef6\u4ed8\u304d\u78ba\u7387,\u6761\u4ef6\u4ed8\u304d\u5c24\u5ea6,\u6700\u5c24\u63a8\u5b9a\u91cf<\/span><\/span><\/a><\/li>\n
    3. \u6761\u4ef6\u4ed8\u304d\u5bfe\u6570\u5c24\u5ea6,\u5bfe\u6570<\/span><\/span><\/a><\/li>\n
    4. \u6700\u5c24\u6cd5\uff08GT\u7248\u3000\u4e3b\u306b\u5bfe\u6570\uff09<\/a><\/span><\/span><\/li>\n
    5. \u6700\u5c24\u6cd5\uff08GT\u7248\u3000\u4e3b\u306b\u5fae\u5206\uff09<\/span><\/span><\/a><\/li>\n
    6. \u6700\u5c24\u6cd5\uff08\u6bcd\u96c6\u56e3\uff09<\/span><\/span><\/a><\/li>\n
    7. \u6700\u5c24\u6cd5\uff08\u6bcd\u5e73\u5747\u3068\u6bcd\u5206\u6563\uff09<\/span><\/span><\/a><\/li>\n
    8. \u6700\u5c24\u6cd5\uff08\u6700\u5c0f\u4e8c\u4e57\u6cd5\u3068\u306e\u95a2\u4fc2\uff09<\/span><\/span><\/a><\/li>\n<\/ol>\n

      \u7b2c\u4e09\u8b1b\uff1a\u3000\u78ba\u7387\u5206\u5e03\uff08PDF\u5168\u7de8\uff09<\/a><\/span><\/span><\/p>\n

        \n
      1. Bernoulli \u5206\u5e03<\/span><\/a><\/span><\/li>\n
      2. Gauss\u5206\u5e03<\/span><\/a><\/span><\/li>\n
      3. \u6b63\u898f\u5206\u5e03\uff08GT\u7248\uff09<\/span><\/span><\/a><\/li>\n
      4. \u4e8c\u9805\u5206\u5e031\uff08GT\u7248\uff09<\/span><\/span><\/a><\/li>\n
      5. \u4e8c\u9805\u5206\u5e032\uff08GT\u7248\uff09<\/span><\/span><\/a><\/li>\n
      6. \u4e8c\u9805\u5206\u5e033\uff08GT\u7248\uff09<\/span><\/span><\/a><\/li>\n<\/ol>\n

        \u7b2c\u56db\u8b1b\uff1a\u3000\u640d\u5931\u95a2\u6570\u3000\uff5eE\u8cc7\u683c\u5143\u30cd\u30bf\uff08Deep Learning” (2016) \u306e6.2.1 \u7bc0\uff09\u306e\u6570\u5f0f\u3092\u4e88\u7fd2\u3000\uff08PDF\u5168\u7de8\uff09<\/a><\/span><\/p>\n

          \n
        1. \u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3051\u308b\u640d\u5931\u95a2\u6570\u3068\u306f\uff1f<\/span>,<\/span>\u30ab\u30eb\u30d0\u30c3\u30af\u30fb\u30e9\u30a4\u30d6\u30e9\u30fc\u60c5\u5831\u91cf\u3068\u4ea4\u5dee\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc<\/span><\/span>,\u640d\u5931\u95a2\u6570\u3068\u3057\u3066\u306e\u4ea4\u5dee\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc(1)<\/span><\/span><\/a><\/li>\n
        2. \u640d\u5931\u95a2\u6570\u3068\u3057\u3066\u306e\u4ea4\u5dee\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc(2)<\/span>,<\/span>\u640d\u5931\u95a2\u6570\u3068\u3057\u3066\u306e\u5e73\u5747\u4e8c\u4e57\u8aa4\u5dee\u3068\u5e73\u5747\u7d76\u5bfe\u8aa4\u5dee<\/span><\/span><\/a><\/li>\n<\/ol>\n

          [\u7b2c\u4e00\u8b1b]\u3000\u6d3b\u6027\u5316\u95a2\u6570\u3068\u306f
          \n\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u5c64\u3092\u5e7e\u91cd\u306b\u3082\u30c7\u30a3\u30fc\u30d7\u306b\u3057\u305f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u3059\u3002\u6d3b\u6027\u5316\u95a2\u6570\u306f\u305d\u306e\u307b\u3068\u3093\u3069\u3059\u3079\u3066\u306e\u5c64\u3067\u4f7f\u308f\u308c\u308b\u95a2\u6570\u306a\u306e\u3067\u3001\u307e\u305a\u521d\u3081\u306b\u653b\u7565\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n

          [\u7b2c\u4e8c\u8b1b]\u3000\u5c24\u5ea6\u3068\u306f
          \n\u672c\u8b1b\u3067\u6271\u3046\u6700\u5c24\u6cd5\u306fAI\u306e\u30e2\u30c7\u30eb\u3092\u8003\u3048\u308b\u6642\u306b\u57fa\u790e\u3068\u306a\u308b\u8003\u3048\u65b9\u306a\u306e\u3067\u3001\u4e00\u7dd2\u306b\u6570\u5f0f\u306e\u8aad\u307f\u65b9\u3084\u9ad8\u6821\u6570\u5b66\u3092\u4e88\u7fd2\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n

          [\u7b2c\u4e09\u8b1b]\u3000\u78ba\u7387\u5206\u5e03\u3068\u306f AI\uff08\u4eba\u5de5\u77e5\u80fd\uff09\u3068\u306f\u5165\u51fa\u529b\u306e\u30c7\u30fc\u30bf\u3092\u7d50\u3076\u30e2\u30c7\u30eb\u3092\u4f5c\u308b\u4e8b\u3067\u3059\u3002\u30c7\u30fc\u30bf\u3068\u306f\u6570\u5024\u3067\u3042\u308a\u6570\u5024\u3092\u4e26\u3079\u305f\u3082\u306e\u304c\u5206\u5e03\u3067\u3059\u3002\u3064\u307e\u308a\u3001AI\u306e\u89e3\u6790\u3068\u306f\u5206\u5e03\u3092\u8abf\u3079\u3066\u3044\u308b\u3068\u3044\u3046\u3053\u3068\u306a\u306e\u3067\u3059\u3002\u4ee3\u8868\u7684\u306a\u5206\u5e03\u306e\u6570\u5f0f\u3092\u4e88\u7fd2\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n

          [\u7b2c\u56db\u8b1b]\u3000\u640d\u5931\u95a2\u6570\u3068\u306f AI\u306e\u7cbe\u5ea6\u3092\u4e0a\u3052\u305f\u3044\u6642\u306b\u5fc5\u305a\u4f7f\u3046\u306e\u304c\u640d\u5931\u95a2\u6570\u3067\u3059\u3002\u7b2c\u4e09\u8b1b\u3067\u5b66\u3093\u3060\u5206\u5e03\u3092\u6bd4\u8f03\u3057\u3066\u7cbe\u5ea6\u3092UP\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u3053\u3053\u307e\u3067\u306f\u6570\u5f0f\u306e\u8aad\u307f\u65b9\u3060\u3051\u3067\u3082\u653b\u7565\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

          \u30fc\u76ee\u6b21\u30fc \u7b2c\u4e00\u8b1b\uff1a\u3000\u6d3b\u6027\u5316\u95a2\u6570\u3000\uff08PDF\u5168\u7de8\uff09 Step\u95a2\u6570 ReLU\u95a2\u6570 Softmax\u95a2\u6570 Sigmoid\u95a2\u6570 Tanh\u95a2\u6570 \u7b2c\u4e8c\u8b1b\uff1a\u3000\u6761\u4ef6\u4ed8\u304d\u5bfe\u6570\u5c24\u5ea6\u3068\u5e73\u5747\u4e8c\u4e57\u8aa4\u5dee\uff08PDF\u5168\u7de8\uff09 \u6700\u5c0f\u4e8c\u4e57\u6cd5,\u5e73\u5747\u4e8c\u4e57\u8aa4\u5dee \u6700\u5c24\u6cd5, […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[2],"tags":[5,6],"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/ai999.careers\/rabbit\/eshikaku\/wp-json\/wp\/v2\/posts\/185"}],"collection":[{"href":"https:\/\/ai999.careers\/rabbit\/eshikaku\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ai999.careers\/rabbit\/eshikaku\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ai999.careers\/rabbit\/eshikaku\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ai999.careers\/rabbit\/eshikaku\/wp-json\/wp\/v2\/comments?post=185"}],"version-history":[{"count":39,"href":"https:\/\/ai999.careers\/rabbit\/eshikaku\/wp-json\/wp\/v2\/posts\/185\/revisions"}],"predecessor-version":[{"id":955,"href":"https:\/\/ai999.careers\/rabbit\/eshikaku\/wp-json\/wp\/v2\/posts\/185\/revisions\/955"}],"wp:attachment":[{"href":"https:\/\/ai999.careers\/rabbit\/eshikaku\/wp-json\/wp\/v2\/media?parent=185"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ai999.careers\/rabbit\/eshikaku\/wp-json\/wp\/v2\/categories?post=185"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ai999.careers\/rabbit\/eshikaku\/wp-json\/wp\/v2\/tags?post=185"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}