{"provider_name":"Hatena Blog","author_name":"derwind","type":"rich","blog_title":"\u3089\u3093\u3060\u3080\u306a\u8a18\u61b6","categories":["machine_learning"],"url":"https://randommemory.hatenablog.com/entry/2021/11/03/021115","width":"100%","description":"LSTM \u306b\u7a81\u5165\u3002\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u5834\u5408\u300c\u4f55\u3067\u3053\u3046\u3044\u3046\u5f0f\u306a\u306e\uff01\uff1f\u300d\u3068\u8003\u3048\u308b\u3053\u3068\u306b\u3042\u307e\u308a\u610f\u5473\u306f\u306a\u3044\u3068\u601d\u3063\u3066\u3044\u3066\u3001\u305d\u306e\u56e0\u5b50\u306b\u95a2\u308f\u308b\u5165\u529b\u3068\u51fa\u529b\u3060\u3051\u304c\u91cd\u8981\u3060\u3068\u601d\u3063\u3066\u3044\u308b\u3002\u305d\u3057\u3066\u3001\u5165\u529b\u3068\u51fa\u529b\u306e\u9593\u304c\u4e00\u3064\u6216\u306f\u8907\u6570\u306e\u7dda\u5f62\u5c64\u3084\u7573\u307f\u8fbc\u307f\u5c64\u3068\u6d3b\u6027\u5316\u95a2\u6570\u3067\u7e4b\u3052\u3089\u308c\u308b\u3068\u3002 output \u30b2\u30fc\u30c8 output \u30b2\u30fc\u30c8\u3001\u3064\u307e\u308a\u96a0\u308c\u5c64\u306e\u51fa\u529b\u3092\u5236\u5fa1\u3059\u308b\u56e0\u5b50\u3068\u3057\u3066\u306e\u30b2\u30fc\u30c8\u306f\u6642\u523b $t$ \u3067\u306e\u5165\u529b $x_t$ \u3068\u524d\u56de\u306e\u6642\u523b $t-1$ \u3067\u306e\u96a0\u308c\u5c64\u306e\u51fa\u529b $h_{t-1}$ \u304c\u95a2\u308f\u308a\u3001\u4f55\u3089\u304b\u306e\u95a2\u6570\u3092\u901a\u3057\u3066\\begin{align*} o = \\mathrm{output}(x_t, h_{t-1}) \\end{align*}\u3068\u8a08\u7b97\u2026","blog_url":"https://randommemory.hatenablog.com/","version":"1.0","published":"2021-11-03 02:11:15","height":"190","author_url":"https://blog.hatena.ne.jp/derwind/","provider_url":"https://hatena.blog","image_url":null,"title":"\u30bc\u30ed\u3064\u304f 2 (9)","html":""}