前ブログにリンクしていましたが、記事が膨大になってきたので、リンク用のブログに切り出すことにしました^_^
今後も定期的に更新していきたいと思います。
Winnyと金子勇が見た未来──「天才」が生きにくい国を変えるために
ゲンロンカフェ「Winnyと金子勇が見た未来」、そして映画「Winny」を観て感じたこと(1):生成系AI時代の今こそ、輝くべき人だった
もしよろしければ、前回ブログもご覧いただけますと幸いです^_^
ED法(誤差拡散法)議論の進展リンク
ゲンロンカフェにて、動画公開を再開してくれたからだと思いますが、改めてED法についての考察が深まっています。本当に素晴らしい連鎖だと感じております!
『Winny』の金子勇さんの失われたED法を求めて…いたら見つかりました(2024/04/16)
![](https://qiita-user-contents.imgix.net/https%3A%2F%2Fcdn.qiita.com%2Fassets%2Fpublic%2Farticle-ogp-background-412672c5f0600ab9a64263b751f1bc81.png?ixlib=rb-4.0.0&w=1200&mark64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-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&mark-x=142&mark-y=57&blend64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZoPTc2Jnc9NzcwJnR4dD0lNDBrYW5la2FuZWthbmVrbyZ0eHQtY29sb3I9JTIzMjEyMTIxJnR4dC1mb250PUhpcmFnaW5vJTIwU2FucyUyMFc2JnR4dC1zaXplPTM2JnR4dC1hbGlnbj1sZWZ0JTJDdG9wJnM9ZDFjNWZkMDlhNDZkMjg3ZWNlMzQ2MDBhOGNlZGRlNWM&blend-x=142&blend-y=436&blend-mode=normal&txt64=aW4g5qCq5byP5Lya56S-44OX44Op44Kk44Og44O744OW44Os44Kk44Oz44K6&txt-width=770&txt-clip=end%2Cellipsis&txt-color=%23212121&txt-font=Hiragino%20Sans%20W6&txt-size=36&txt-x=156&txt-y=536&s=2a16f4218d7a416e2670dbb38e967953)
金子勇さんのED法を実装してMNISTを学習させてみた(2024/04/19)
![](https://qiita-user-contents.imgix.net/https%3A%2F%2Fcdn.qiita.com%2Fassets%2Fpublic%2Farticle-ogp-background-412672c5f0600ab9a64263b751f1bc81.png?ixlib=rb-4.0.0&w=1200&mark64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZ3PTk3MiZoPTM3OCZ0eHQ9JUU5JTg3JTkxJUU1JUFEJTkwJUU1JThCJTg3JUUzJTgxJTk1JUUzJTgyJTkzJUUzJTgxJUFFRUQlRTYlQjMlOTUlRTMlODIlOTIlRTUlQUUlOUYlRTglQTMlODUlRTMlODElOTclRTMlODElQTZNTklTVCVFMyU4MiU5MiVFNSVBRCVBNiVFNyVCRiU5MiVFMyU4MSU5NSVFMyU4MSU5QiVFMyU4MSVBNiVFMyU4MSVCRiVFMyU4MSU5RiZ0eHQtY29sb3I9JTIzMjEyMTIxJnR4dC1mb250PUhpcmFnaW5vJTIwU2FucyUyMFc2JnR4dC1zaXplPTU2JnR4dC1hbGlnbj1sZWZ0JTJDdG9wJnM9ZmEzZGFiZjI4YjRlYWI3N2JjNjAzMWZjOWYzNTEwOWI&mark-x=142&mark-y=57&blend64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZoPTc2Jnc9NzcwJnR4dD0lNDBwb2Nva2hjJnR4dC1jb2xvcj0lMjMyMTIxMjEmdHh0LWZvbnQ9SGlyYWdpbm8lMjBTYW5zJTIwVzYmdHh0LXNpemU9MzYmdHh0LWFsaWduPWxlZnQlMkN0b3Amcz04MjhjNzMzZTZkZDU0ZWZmOGE3MmM3NjRjMmFiMDQ0ZA&blend-x=142&blend-y=486&blend-mode=normal&s=108a22915e7005a8466f90227458e63f)
ED法を高速化してその性能をMNISTで検証してみた(2024/04/25)
![](https://qiita-user-contents.imgix.net/https%3A%2F%2Fcdn.qiita.com%2Fassets%2Fpublic%2Farticle-ogp-background-412672c5f0600ab9a64263b751f1bc81.png?ixlib=rb-4.0.0&w=1200&mark64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZ3PTk3MiZoPTM3OCZ0eHQ9RUQlRTYlQjMlOTUlRTMlODIlOTIlRTklQUIlOTglRTklODAlOUYlRTUlOEMlOTYlRTMlODElOTclRTMlODElQTYlRTMlODElOUQlRTMlODElQUUlRTYlODAlQTclRTglODMlQkQlRTMlODIlOTJNTklTVCVFMyU4MSVBNyVFNiVBNCU5QyVFOCVBOCVCQyVFMyU4MSU5NyVFMyU4MSVBNiVFMyU4MSVCRiVFMyU4MSU5RiZ0eHQtY29sb3I9JTIzMjEyMTIxJnR4dC1mb250PUhpcmFnaW5vJTIwU2FucyUyMFc2JnR4dC1zaXplPTU2JnR4dC1hbGlnbj1sZWZ0JTJDdG9wJnM9N2QyYmZjZjZlMDM1MGI1MDZhNDAwYjBlM2I1ZjFjMzc&mark-x=142&mark-y=57&blend64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZoPTc2Jnc9NzcwJnR4dD0lNDBwb2Nva2hjJnR4dC1jb2xvcj0lMjMyMTIxMjEmdHh0LWZvbnQ9SGlyYWdpbm8lMjBTYW5zJTIwVzYmdHh0LXNpemU9MzYmdHh0LWFsaWduPWxlZnQlMkN0b3Amcz04MjhjNzMzZTZkZDU0ZWZmOGE3MmM3NjRjMmFiMDQ0ZA&blend-x=142&blend-y=486&blend-mode=normal&s=45953d66baef37bb0d2ae328259934b2)
Winnyの金子さんのED法について:やねうら王 公式サイト(2024/04/21)
難しいことはいいから、金子勇さんのED法って何がすごいの?(2024/04/22)
![](https://res.cloudinary.com/zenn/image/upload/s--X4Un0zxX--/c_fit%2Cg_north_west%2Cl_text:notosansjp-medium.otf_55:%25E9%259B%25A3%25E3%2581%2597%25E3%2581%2584%25E3%2581%2593%25E3%2581%25A8%25E3%2581%25AF%25E3%2581%2584%25E3%2581%2584%25E3%2581%258B%25E3%2582%2589%25E3%2580%2581%25E9%2587%2591%25E5%25AD%2590%25E5%258B%2587%25E3%2581%2595%25E3%2582%2593%25E3%2581%25AEED%25E6%25B3%2595%25E3%2581%25A3%25E3%2581%25A6%25E4%25BD%2595%25E3%2581%258C%25E3%2581%2599%25E3%2581%2594%25E3%2581%2584%25E3%2581%25AE%25EF%25BC%259F%2Cw_1010%2Cx_90%2Cy_100/g_south_west%2Cl_text:notosansjp-medium.otf_37:%25E6%2589%258B%25E7%25BE%25BD%25E5%2585%2588%2Cx_203%2Cy_121/g_south_west%2Ch_90%2Cl_fetch:aHR0cHM6Ly9zdG9yYWdlLmdvb2dsZWFwaXMuY29tL3plbm4tdXNlci11cGxvYWQvYXZhdGFyLzY2NjRmMWJiZDYuanBlZw==%2Cr_max%2Cw_90%2Cx_87%2Cy_95/v1627283836/default/og-base-w1200-v2.png)
ED法への生理学的な考察(2024/04/22)
![](https://qiita-user-contents.imgix.net/https%3A%2F%2Fcdn.qiita.com%2Fassets%2Fpublic%2Farticle-ogp-background-412672c5f0600ab9a64263b751f1bc81.png?ixlib=rb-4.0.0&w=1200&mark64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZ3PTk3MiZoPTM3OCZ0eHQ9RUQlRTYlQjMlOTUlRTMlODElQjglRTMlODElQUUlRTclOTQlOUYlRTclOTAlODYlRTUlQUQlQTYlRTclOUElODQlRTMlODElQUElRTglODAlODMlRTUlQUYlOUYmdHh0LWNvbG9yPSUyMzIxMjEyMSZ0eHQtZm9udD1IaXJhZ2lubyUyMFNhbnMlMjBXNiZ0eHQtc2l6ZT01NiZ0eHQtYWxpZ249bGVmdCUyQ3RvcCZzPTE5MzNkYzczNWUyMGJhOTUwZTNhNjI0NDZlOTVmZTU0&mark-x=142&mark-y=57&blend64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZoPTc2Jnc9NzcwJnR4dD0lNDBvYmd5bmVuZ2luZSZ0eHQtY29sb3I9JTIzMjEyMTIxJnR4dC1mb250PUhpcmFnaW5vJTIwU2FucyUyMFc2JnR4dC1zaXplPTM2JnR4dC1hbGlnbj1sZWZ0JTJDdG9wJnM9YWU1NDhhNmZjNzFjMzFjMTI0MTU0OTFlODQxMTc0Mzk&blend-x=142&blend-y=486&blend-mode=normal&s=6e11e15f2d3b6459a9abc0cd51efcf3c)
ED法とSNNの違いを考えてみる(2024/04/26)
![](https://qiita-user-contents.imgix.net/https%3A%2F%2Fcdn.qiita.com%2Fassets%2Fpublic%2Farticle-ogp-background-412672c5f0600ab9a64263b751f1bc81.png?ixlib=rb-4.0.0&w=1200&mark64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZ3PTk3MiZoPTM3OCZ0eHQ9RUQlRTYlQjMlOTUlRTMlODElQThTTk4lRTMlODElQUUlRTklODElOTUlRTMlODElODQlRTMlODIlOTIlRTglODAlODMlRTMlODElODglRTMlODElQTYlRTMlODElQkYlRTMlODIlOEImdHh0LWNvbG9yPSUyMzIxMjEyMSZ0eHQtZm9udD1IaXJhZ2lubyUyMFNhbnMlMjBXNiZ0eHQtc2l6ZT01NiZ0eHQtYWxpZ249bGVmdCUyQ3RvcCZzPWZkOTczNmE5M2YyOGFhN2UxNjQzMTlkZTI2YWFlNTVk&mark-x=142&mark-y=57&blend64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZoPTc2Jnc9NzcwJnR4dD0lNDBvYmd5bmVuZ2luZSZ0eHQtY29sb3I9JTIzMjEyMTIxJnR4dC1mb250PUhpcmFnaW5vJTIwU2FucyUyMFc2JnR4dC1zaXplPTM2JnR4dC1hbGlnbj1sZWZ0JTJDdG9wJnM9YWU1NDhhNmZjNzFjMzFjMTI0MTU0OTFlODQxMTc0Mzk&blend-x=142&blend-y=486&blend-mode=normal&s=357672fd95e96219d316f5eab6b01b60)
ED法と1.58bit LLMについて(2024/04/24)
![](https://qiita-user-contents.imgix.net/https%3A%2F%2Fcdn.qiita.com%2Fassets%2Fpublic%2Farticle-ogp-background-412672c5f0600ab9a64263b751f1bc81.png?ixlib=rb-4.0.0&w=1200&mark64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZ3PTk3MiZoPTM3OCZ0eHQ9RUQlRTYlQjMlOTUlRTMlODElQTgxLjU4Yml0JTIwTExNJUUzJTgxJUFCJUUzJTgxJUE0JUUzJTgxJTg0JUUzJTgxJUE2JnR4dC1jb2xvcj0lMjMyMTIxMjEmdHh0LWZvbnQ9SGlyYWdpbm8lMjBTYW5zJTIwVzYmdHh0LXNpemU9NTYmdHh0LWFsaWduPWxlZnQlMkN0b3Amcz1mMTI5NTRiM2RhYTE4MDA4NDExMzg3ODZhY2Y0YjJmMQ&mark-x=142&mark-y=57&blend64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZoPTc2Jnc9NzcwJnR4dD0lNDBTbm93VGlnZXImdHh0LWNvbG9yPSUyMzIxMjEyMSZ0eHQtZm9udD1IaXJhZ2lubyUyMFNhbnMlMjBXNiZ0eHQtc2l6ZT0zNiZ0eHQtYWxpZ249bGVmdCUyQ3RvcCZzPTBhNGE4NWI4MTlhMGJkYzgzZWRjM2JhZTZhOTQwNzNl&blend-x=142&blend-y=486&blend-mode=normal&s=4170c5cbe60465e0b22aba0cf8c16af5)
ED法実装例(バッチ学習対応)(2024/04/21)
![](https://qiita-user-contents.imgix.net/https%3A%2F%2Fcdn.qiita.com%2Fassets%2Fpublic%2Farticle-ogp-background-412672c5f0600ab9a64263b751f1bc81.png?ixlib=rb-4.0.0&w=1200&mark64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZ3PTk3MiZoPTM3OCZ0eHQ9RUQlRTYlQjMlOTUlRTUlQUUlOUYlRTglQTMlODUlRTQlQkUlOEIlRUYlQkMlODglRTMlODMlOTAlRTMlODMlODMlRTMlODMlODElRTUlQUQlQTYlRTclQkYlOTIlRTUlQUYlQkUlRTUlQkYlOUMlRUYlQkMlODkmdHh0LWNvbG9yPSUyMzIxMjEyMSZ0eHQtZm9udD1IaXJhZ2lubyUyMFNhbnMlMjBXNiZ0eHQtc2l6ZT01NiZ0eHQtYWxpZ249bGVmdCUyQ3RvcCZzPTM5ODBmNGJkMGVjNDRlODkwNDZmYmFhYzQzZDk4ZjMy&mark-x=142&mark-y=57&blend64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZoPTc2Jnc9NzcwJnR4dD0lNDBDYXJ0ZWxldCZ0eHQtY29sb3I9JTIzMjEyMTIxJnR4dC1mb250PUhpcmFnaW5vJTIwU2FucyUyMFc2JnR4dC1zaXplPTM2JnR4dC1hbGlnbj1sZWZ0JTJDdG9wJnM9NDk2OTI0NzUyZWM2NjExYTNmZjVlZGQ5MDU5OWE3YmM&blend-x=142&blend-y=486&blend-mode=normal&s=7d9d96e5a08f30d3b6bf05ab7a55b87a)
金子勇さんのED法のシンプルな解説を試みた(2024/04/23)
![](https://qiita-user-contents.imgix.net/https%3A%2F%2Fcdn.qiita.com%2Fassets%2Fpublic%2Farticle-ogp-background-412672c5f0600ab9a64263b751f1bc81.png?ixlib=rb-4.0.0&w=1200&mark64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZ3PTk3MiZoPTM3OCZ0eHQ9JUU5JTg3JTkxJUU1JUFEJTkwJUU1JThCJTg3JUUzJTgxJTk1JUUzJTgyJTkzJUUzJTgxJUFFRUQlRTYlQjMlOTUlRTMlODElQUUlRTMlODIlQjclRTMlODMlQjMlRTMlODMlOTclRTMlODMlQUIlRTMlODElQUElRTglQTclQTMlRTglQUElQUMlRTMlODIlOTIlRTglQTklQTYlRTMlODElQkYlRTMlODElOUYmdHh0LWNvbG9yPSUyMzIxMjEyMSZ0eHQtZm9udD1IaXJhZ2lubyUyMFNhbnMlMjBXNiZ0eHQtc2l6ZT01NiZ0eHQtYWxpZ249bGVmdCUyQ3RvcCZzPWY4ZDE4OWM1N2U4NmFjZGE4MzJkZjRiMTQ3YjMzMjQ3&mark-x=142&mark-y=57&blend64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZoPTc2Jnc9NzcwJnR4dD0lNDBkZWVwX3NhbXVyYWkmdHh0LWNvbG9yPSUyMzIxMjEyMSZ0eHQtZm9udD1IaXJhZ2lubyUyMFNhbnMlMjBXNiZ0eHQtc2l6ZT0zNiZ0eHQtYWxpZ249bGVmdCUyQ3RvcCZzPWQ5NmNhNDdjOTczODNmOTYxMWVlMDFjNjZmYTNjZjQw&blend-x=142&blend-y=486&blend-mode=normal&s=0a771d3288e0f5c9790f7b40194bb9ec)
金子勇さんのED法の解説と弱点、行列積を使用した効率的な実装(2024/04/25)
![](https://qiita-user-contents.imgix.net/https%3A%2F%2Fcdn.qiita.com%2Fassets%2Fpublic%2Farticle-ogp-background-412672c5f0600ab9a64263b751f1bc81.png?ixlib=rb-4.0.0&w=1200&mark64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-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&mark-x=142&mark-y=57&blend64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZoPTc2Jnc9NzcwJnR4dD0lNDBDYXJ0ZWxldCZ0eHQtY29sb3I9JTIzMjEyMTIxJnR4dC1mb250PUhpcmFnaW5vJTIwU2FucyUyMFc2JnR4dC1zaXplPTM2JnR4dC1hbGlnbj1sZWZ0JTJDdG9wJnM9NDk2OTI0NzUyZWM2NjExYTNmZjVlZGQ5MDU5OWE3YmM&blend-x=142&blend-y=486&blend-mode=normal&s=e505c0871d8ed9df8482fc329efc708e)
ED法を説明図からpytorchで実装(2024/04/25)
![](https://qiita-user-contents.imgix.net/https%3A%2F%2Fcdn.qiita.com%2Fassets%2Fpublic%2Farticle-ogp-background-412672c5f0600ab9a64263b751f1bc81.png?ixlib=rb-4.0.0&w=1200&mark64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZ3PTk3MiZoPTM3OCZ0eHQ9RUQlRTYlQjMlOTUlRTMlODIlOTIlRTglQUElQUMlRTYlOTglOEUlRTUlOUIlQjMlRTMlODElOEIlRTMlODIlODlweXRvcmNoJUUzJTgxJUE3JUU1JUFFJTlGJUU4JUEzJTg1JnR4dC1jb2xvcj0lMjMyMTIxMjEmdHh0LWZvbnQ9SGlyYWdpbm8lMjBTYW5zJTIwVzYmdHh0LXNpemU9NTYmdHh0LWFsaWduPWxlZnQlMkN0b3Amcz0yYzUxMmYxMWU2OTUzN2MzMjA1NDJkMWFhN2ZlZmFhMw&mark-x=142&mark-y=57&blend64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZoPTc2Jnc9NzcwJnR4dD0lNDBTTVAtVCZ0eHQtY29sb3I9JTIzMjEyMTIxJnR4dC1mb250PUhpcmFnaW5vJTIwU2FucyUyMFc2JnR4dC1zaXplPTM2JnR4dC1hbGlnbj1sZWZ0JTJDdG9wJnM9ODMwN2E5Y2U0Yzk1ZDJiYzFhMTg2MmM1YjdiMjhiNGQ&blend-x=142&blend-y=486&blend-mode=normal&s=ddf4dc395c4aeb0858688e8d672626e6)
ED法はBCELossでも学習できる (Rustで再実装)(2024/04/26)
![](https://qiita-user-contents.imgix.net/https%3A%2F%2Fcdn.qiita.com%2Fassets%2Fpublic%2Farticle-ogp-background-412672c5f0600ab9a64263b751f1bc81.png?ixlib=rb-4.0.0&w=1200&mark64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZ3PTk3MiZoPTM3OCZ0eHQ9RUQlRTYlQjMlOTUlRTMlODElQUZCQ0VMb3NzJUUzJTgxJUE3JUUzJTgyJTgyJUU1JUFEJUE2JUU3JUJGJTkyJUUzJTgxJUE3JUUzJTgxJThEJUUzJTgyJThCJTIwJTI4UnVzdCVFMyU4MSVBNyVFNSU4NiU4RCVFNSVBRSU5RiVFOCVBMyU4NSUyOSZ0eHQtY29sb3I9JTIzMjEyMTIxJnR4dC1mb250PUhpcmFnaW5vJTIwU2FucyUyMFc2JnR4dC1zaXplPTU2JnR4dC1hbGlnbj1sZWZ0JTJDdG9wJnM9OWE2YjAzY2IxMWM3ZTVjNDBmODFkNDg3NTJiMWY3MzY&mark-x=142&mark-y=57&blend64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZoPTc2Jnc9NzcwJnR4dD0lNDBtYWx0MDMmdHh0LWNvbG9yPSUyMzIxMjEyMSZ0eHQtZm9udD1IaXJhZ2lubyUyMFNhbnMlMjBXNiZ0eHQtc2l6ZT0zNiZ0eHQtYWxpZ249bGVmdCUyQ3RvcCZzPThlYWFmZmRiYzQ2MTEwZjhhMTAxY2JjOGQ1YWJlMTc0&blend-x=142&blend-y=486&blend-mode=normal&s=72c01adc3989b7f5d62a69699eb45590)
ED法の学習速度を8倍高速化する行列計算の改良(2024/04/28)
![](https://qiita-user-contents.imgix.net/https%3A%2F%2Fcdn.qiita.com%2Fassets%2Fpublic%2Farticle-ogp-background-412672c5f0600ab9a64263b751f1bc81.png?ixlib=rb-4.0.0&w=1200&mark64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZ3PTk3MiZoPTM3OCZ0eHQ9RUQlRTYlQjMlOTUlRTMlODElQUUlRTUlQUQlQTYlRTclQkYlOTIlRTklODAlOUYlRTUlQkElQTYlRTMlODIlOTI4JUU1JTgwJThEJUU5JUFCJTk4JUU5JTgwJTlGJUU1JThDJTk2JUUzJTgxJTk5JUUzJTgyJThCJUU4JUExJThDJUU1JTg4JTk3JUU4JUE4JTg4JUU3JUFFJTk3JUUzJTgxJUFFJUU2JTk0JUI5JUU4JTg5JUFGJnR4dC1jb2xvcj0lMjMyMTIxMjEmdHh0LWZvbnQ9SGlyYWdpbm8lMjBTYW5zJTIwVzYmdHh0LXNpemU9NTYmdHh0LWFsaWduPWxlZnQlMkN0b3Amcz04MjE2YmY3MmUyYmM0OTJkMTdiYzBmNjY1Y2M5ODI1Zg&mark-x=142&mark-y=57&blend64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZoPTc2Jnc9NzcwJnR4dD0lNDBrYXR1bWFzYTMmdHh0LWNvbG9yPSUyMzIxMjEyMSZ0eHQtZm9udD1IaXJhZ2lubyUyMFNhbnMlMjBXNiZ0eHQtc2l6ZT0zNiZ0eHQtYWxpZ249bGVmdCUyQ3RvcCZzPTBiMmY3NzQxOWI2OTk1ODkzOTEyY2RkMDdiODZkZmRl&blend-x=142&blend-y=486&blend-mode=normal&s=32f920d44a7cce4b5847959fb1e63e03)
ED法で複数出力の学習の経過報告(2024/04/28)
![](https://qiita-user-contents.imgix.net/https%3A%2F%2Fcdn.qiita.com%2Fassets%2Fpublic%2Farticle-ogp-background-412672c5f0600ab9a64263b751f1bc81.png?ixlib=rb-4.0.0&w=1200&mark64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZ3PTk3MiZoPTM3OCZ0eHQ9RUQlRTYlQjMlOTUlRTMlODElQTclRTglQTQlODclRTYlOTUlQjAlRTUlODclQkElRTUlOEElOUIlRTMlODElQUUlRTUlQUQlQTYlRTclQkYlOTIlRTMlODElQUUlRTclQjUlOEMlRTklODElOEUlRTUlQTAlQjElRTUlOTElOEEmdHh0LWNvbG9yPSUyMzIxMjEyMSZ0eHQtZm9udD1IaXJhZ2lubyUyMFNhbnMlMjBXNiZ0eHQtc2l6ZT01NiZ0eHQtYWxpZ249bGVmdCUyQ3RvcCZzPTc0YmIyZDVmMDhiY2ZhM2E1MzdlNTM5Mjc5YWY1OGNh&mark-x=142&mark-y=57&blend64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZoPTc2Jnc9NzcwJnR4dD0lNDBtYWx0MDMmdHh0LWNvbG9yPSUyMzIxMjEyMSZ0eHQtZm9udD1IaXJhZ2lubyUyMFNhbnMlMjBXNiZ0eHQtc2l6ZT0zNiZ0eHQtYWxpZ249bGVmdCUyQ3RvcCZzPThlYWFmZmRiYzQ2MTEwZjhhMTAxY2JjOGQ1YWJlMTc0&blend-x=142&blend-y=486&blend-mode=normal&s=8a14233fbf22b66d12d0eee6e73e60d7)
ED法と3値(+1,-1,0)のアイデアを元に新しい活性化関数(ExP2)を作ってGELU、ELUと性能比較してみた。MINIST精度 99.43%以上達成(2024/04/29)
![](https://qiita-user-contents.imgix.net/https%3A%2F%2Fcdn.qiita.com%2Fassets%2Fpublic%2Farticle-ogp-background-412672c5f0600ab9a64263b751f1bc81.png?ixlib=rb-4.0.0&w=1200&mark64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-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&mark-x=142&mark-y=57&blend64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZoPTc2Jnc9NzcwJnR4dD0lNDB5YXN1a2lrdWRhbiZ0eHQtY29sb3I9JTIzMjEyMTIxJnR4dC1mb250PUhpcmFnaW5vJTIwU2FucyUyMFc2JnR4dC1zaXplPTM2JnR4dC1hbGlnbj1sZWZ0JTJDdG9wJnM9ZTQwNzQyYWE5YjdhODBlYTRmZjJmZWU2ZmFiZWU0MmE&blend-x=142&blend-y=486&blend-mode=normal&s=e4375f956056a3eb99814abf118565ea)
無理やりED法でCrossEntropyLossを使ってmnist全体を学習する(2024/04/30)
![](https://qiita-user-contents.imgix.net/https%3A%2F%2Fcdn.qiita.com%2Fassets%2Fpublic%2Farticle-ogp-background-412672c5f0600ab9a64263b751f1bc81.png?ixlib=rb-4.0.0&w=1200&mark64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZ3PTk3MiZoPTM3OCZ0eHQ9JUU3JTg0JUExJUU3JTkwJTg2JUUzJTgyJTg0JUUzJTgyJThBRUQlRTYlQjMlOTUlRTMlODElQTdDcm9zc0VudHJvcHlMb3NzJUUzJTgyJTkyJUU0JUJEJUJGJUUzJTgxJUEzJUUzJTgxJUE2bW5pc3QlRTUlODUlQTglRTQlQkQlOTMlRTMlODIlOTIlRTUlQUQlQTYlRTclQkYlOTIlRTMlODElOTklRTMlODIlOEImdHh0LWNvbG9yPSUyMzIxMjEyMSZ0eHQtZm9udD1IaXJhZ2lubyUyMFNhbnMlMjBXNiZ0eHQtc2l6ZT01NiZ0eHQtYWxpZ249bGVmdCUyQ3RvcCZzPTU0OGJjZTY5ODhjYzc4YTViYzg2OTUyYWU2NmY1ZjU1&mark-x=142&mark-y=57&blend64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZoPTc2Jnc9NzcwJnR4dD0lNDBtYWx0MDMmdHh0LWNvbG9yPSUyMzIxMjEyMSZ0eHQtZm9udD1IaXJhZ2lubyUyMFNhbnMlMjBXNiZ0eHQtc2l6ZT0zNiZ0eHQtYWxpZ249bGVmdCUyQ3RvcCZzPThlYWFmZmRiYzQ2MTEwZjhhMTAxY2JjOGQ1YWJlMTc0&blend-x=142&blend-y=486&blend-mode=normal&s=5bc4999e69a03aeb9226af2e2b02539b)
ED法の重みをGPUで並列更新したら3,000倍高速化した。(2024/04/30)
![](https://qiita-user-contents.imgix.net/https%3A%2F%2Fcdn.qiita.com%2Fassets%2Fpublic%2Farticle-ogp-background-412672c5f0600ab9a64263b751f1bc81.png?ixlib=rb-4.0.0&w=1200&mark64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZ3PTk3MiZoPTM3OCZ0eHQ9RUQlRTYlQjMlOTUlRTMlODElQUUlRTklODclOEQlRTMlODElQkYlRTMlODIlOTJHUFUlRTMlODElQTclRTQlQjglQTYlRTUlODglOTclRTYlOUIlQjQlRTYlOTYlQjAlRTMlODElOTclRTMlODElOUYlRTMlODIlODkzJTJDMDAwJUU1JTgwJThEJUU5JUFCJTk4JUU5JTgwJTlGJUU1JThDJTk2JUUzJTgxJTk3JUUzJTgxJTlGJUUzJTgwJTgyJnR4dC1jb2xvcj0lMjMyMTIxMjEmdHh0LWZvbnQ9SGlyYWdpbm8lMjBTYW5zJTIwVzYmdHh0LXNpemU9NTYmdHh0LWFsaWduPWxlZnQlMkN0b3Amcz02ZDdjNDEzNmM2ZmZjMzFlYThmYTY1OTkxMjVjYmFmNQ&mark-x=142&mark-y=57&blend64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZoPTc2Jnc9NzcwJnR4dD0lNDBDYXJ0ZWxldCZ0eHQtY29sb3I9JTIzMjEyMTIxJnR4dC1mb250PUhpcmFnaW5vJTIwU2FucyUyMFc2JnR4dC1zaXplPTM2JnR4dC1hbGlnbj1sZWZ0JTJDdG9wJnM9NDk2OTI0NzUyZWM2NjExYTNmZjVlZGQ5MDU5OWE3YmM&blend-x=142&blend-y=486&blend-mode=normal&s=8a976fc4cd48e7448d258e80cf6aa92f)
ED法を今更理解する(2024/05/01)
ED法で複数出力してみた(XOR 正答率:100%)(2024/05/03)
![](https://qiita-user-contents.imgix.net/https%3A%2F%2Fcdn.qiita.com%2Fassets%2Fpublic%2Farticle-ogp-background-412672c5f0600ab9a64263b751f1bc81.png?ixlib=rb-4.0.0&w=1200&mark64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZ3PTk3MiZoPTM3OCZ0eHQ9RUQlRTYlQjMlOTUlRTMlODElQTclRTglQTQlODclRTYlOTUlQjAlRTUlODclQkElRTUlOEElOUIlRTMlODElOTclRTMlODElQTYlRTMlODElQkYlRTMlODElOUYlMjhYT1IlMjAlRTYlQUQlQTMlRTclQUQlOTQlRTclOEUlODclM0ExMDAlMjUlMjkmdHh0LWNvbG9yPSUyMzIxMjEyMSZ0eHQtZm9udD1IaXJhZ2lubyUyMFNhbnMlMjBXNiZ0eHQtc2l6ZT01NiZ0eHQtYWxpZ249bGVmdCUyQ3RvcCZzPThiMDM3ZDY0YTk2OGUzNzYwZGY0OTM2ODFhYzVhMWIy&mark-x=142&mark-y=57&blend64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZoPTc2Jnc9NzcwJnR4dD0lNDBGYW5hdGljUG9uZDM0NjImdHh0LWNvbG9yPSUyMzIxMjEyMSZ0eHQtZm9udD1IaXJhZ2lubyUyMFNhbnMlMjBXNiZ0eHQtc2l6ZT0zNiZ0eHQtYWxpZ249bGVmdCUyQ3RvcCZzPTI2YjU0YzE1MzQ0NTEwMmQ4MWZiNjY4OGJjN2U1NmU2&blend-x=142&blend-y=486&blend-mode=normal&s=1c7f916d7b900e614be7ed6527c5e8b0)
ED法+交差エントロピーをTF/Torchで実装してみた(おまけでBitNet×ED法を検証)(2024/05/03)
![](https://qiita-user-contents.imgix.net/https%3A%2F%2Fcdn.qiita.com%2Fassets%2Fpublic%2Farticle-ogp-background-412672c5f0600ab9a64263b751f1bc81.png?ixlib=rb-4.0.0&w=1200&mark64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-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&mark-x=142&mark-y=57&blend64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZoPTc2Jnc9NzcwJnR4dD0lNDBwb2Nva2hjJnR4dC1jb2xvcj0lMjMyMTIxMjEmdHh0LWZvbnQ9SGlyYWdpbm8lMjBTYW5zJTIwVzYmdHh0LXNpemU9MzYmdHh0LWFsaWduPWxlZnQlMkN0b3Amcz04MjhjNzMzZTZkZDU0ZWZmOGE3MmM3NjRjMmFiMDQ0ZA&blend-x=142&blend-y=486&blend-mode=normal&s=5441a93a85697e0b5e25c81d9381abe5)
【Scoped Error Diffusion】シンプルにして14倍早くした(2024/05/05)
![](https://qiita-user-contents.imgix.net/https%3A%2F%2Fcdn.qiita.com%2Fassets%2Fpublic%2Farticle-ogp-background-412672c5f0600ab9a64263b751f1bc81.png?ixlib=rb-4.0.0&w=1200&mark64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZ3PTk3MiZoPTM3OCZ0eHQ9JUUzJTgwJTkwU2NvcGVkJTIwRXJyb3IlMjBEaWZmdXNpb24lRTMlODAlOTElRTMlODIlQjclRTMlODMlQjMlRTMlODMlOTclRTMlODMlQUIlRTMlODElQUIlRTMlODElOTclRTMlODElQTYxNCVFNSU4MCU4RCVFNiU5NyVBOSVFMyU4MSU4RiVFMyU4MSU5NyVFMyU4MSU5RiZ0eHQtYWxpZ249bGVmdCUyQ3RvcCZ0eHQtY29sb3I9JTIzMjEyMTIxJnR4dC1mb250PUhpcmFnaW5vJTIwU2FucyUyMFc2JnR4dC1zaXplPTU2JnM9ODM0MjBjM2QyMjNiMDg2MjcyMjc0YWM0YWZjZWUyYjU&mark-x=142&mark-y=57&blend64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZoPTc2Jnc9NzcwJnR4dD0lNDBGYW5hdGljUG9uZDM0NjImdHh0LWNvbG9yPSUyMzIxMjEyMSZ0eHQtZm9udD1IaXJhZ2lubyUyMFNhbnMlMjBXNiZ0eHQtc2l6ZT0zNiZ0eHQtYWxpZ249bGVmdCUyQ3RvcCZzPTI2YjU0YzE1MzQ0NTEwMmQ4MWZiNjY4OGJjN2U1NmU2&blend-x=142&blend-y=486&blend-mode=normal&s=26713cb4cb509ca20e2dc2d1b850dc9d)
N次元出力のED法について考えてみた(2024/05/06)
![](https://qiita-user-contents.imgix.net/https%3A%2F%2Fcdn.qiita.com%2Fassets%2Fpublic%2Farticle-ogp-background-412672c5f0600ab9a64263b751f1bc81.png?ixlib=rb-4.0.0&w=1200&mark64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZ3PTk3MiZoPTM3OCZ0eHQ9TiVFNiVBQyVBMSVFNSU4NSU4MyVFNSU4NyVCQSVFNSU4QSU5QiVFMyU4MSVBRUVEJUU2JUIzJTk1JUUzJTgxJUFCJUUzJTgxJUE0JUUzJTgxJTg0JUUzJTgxJUE2JUU4JTgwJTgzJUUzJTgxJTg4JUUzJTgxJUE2JUUzJTgxJUJGJUUzJTgxJTlGJnR4dC1hbGlnbj1sZWZ0JTJDdG9wJnR4dC1jb2xvcj0lMjMyMTIxMjEmdHh0LWZvbnQ9SGlyYWdpbm8lMjBTYW5zJTIwVzYmdHh0LXNpemU9NTYmcz1kNDRkYWQ3MzZjY2JhZGJjY2MzYWFhNjA2MjY2OTg4YQ&mark-x=142&mark-y=57&blend64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZoPTc2Jnc9NzcwJnR4dD0lNDBrdXJvX2t1ZGEmdHh0LWNvbG9yPSUyMzIxMjEyMSZ0eHQtZm9udD1IaXJhZ2lubyUyMFNhbnMlMjBXNiZ0eHQtc2l6ZT0zNiZ0eHQtYWxpZ249bGVmdCUyQ3RvcCZzPWU1Y2MxZGE0OTc0OGM1YTU4ZGZjYzI2MmMyZTcwOGJl&blend-x=142&blend-y=486&blend-mode=normal&s=4fc2f64f6e18161f960afd8525655599)
GitHub(2013年)
9年も前にgithubにアップされている方もおりますね!
金子勇さんご自身の日記アーカイブ?(1999年)
ひょっとして、こちらがやねうら王さんが述べていた1999年の金子勇さんの日記でしょうか??
サンプルプログラムもついていますね。
類似のアルゴリズムSNN(スパイキングニューラルネットワーク)について
ゼロから学ぶスパイキングニューラルネットワーク
金子勇さんED法(誤差拡散法)についての講演
関連リンク
- 金子勇さんのホームページ
- 映画「Winny」公式サイト
- ゲンロンカフェ(シラス):壇俊光×清水亮×桂大介(+東浩紀)「Winnyと金子勇が見た未来──『天才』が生きにくい国を変えるために」
- 壇 俊光さんの著書『Winny 天才プログラマー金子勇との7年半』
- Youtube:[追悼]第参回天下一カウボーイ大会 金子勇氏の発表
- Wikipedia:金子勇さん
- Wikipedia:Winny
- Youtube:【Winny事件①】天才プログラマーの不当逮捕 !?…日本のIT開発が遅れた原因に迫る!
- Youtube:【Winny事件②】逮捕から無罪を勝ち取った7年の死闘…失われた天才の実話!
- 金子勇とWinnyの夢を見た
- ED法の各種リンクの紹介
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