{"resolved":true,"match_type":"uuid","source_type":"original_book","book_id":"cf76bc49-7e9b-4f42-bee8-3050a9fb9feb","title":"智慧的疆界 从图灵机到人工智能","author":null,"edition":null,"publisher":null,"year":null,"isbn":"9787111778004","requested_by":"printed_page","book":{"source_type":"original_book","book_id":"cf76bc49-7e9b-4f42-bee8-3050a9fb9feb","id":"cf76bc49-7e9b-4f42-bee8-3050a9fb9feb","uuid":"cf76bc49-7e9b-4f42-bee8-3050a9fb9feb","title":"智慧的疆界 从图灵机到人工智能","normalized_title":"智慧的疆界从图灵机到人工智能","author":null,"edition":null,"publisher":null,"year":null,"isbn":"9787111778004","isbns":["9787111778004","9787111695714"],"parsed":true,"ai_readable":true,"document_type":"book","page_count":456,"navigation_url":"https://workshop.closeclaw.top/ai/book/cf76bc49-7e9b-4f42-bee8-3050a9fb9feb","title_url":"https://workshop.closeclaw.top/ai/title/%E6%99%BA%E6%85%A7%E7%9A%84%E7%96%86%E7%95%8C%20%E4%BB%8E%E5%9B%BE%E7%81%B5%E6%9C%BA%E5%88%B0%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD","fixed_page_url_template":"https://workshop.closeclaw.top/ai/book/cf76bc49-7e9b-4f42-bee8-3050a9fb9feb/page/{printed_page}","path_api_url_template":"https://workshop.closeclaw.top/api/ai/book/cf76bc49-7e9b-4f42-bee8-3050a9fb9feb/page/{printed_page}","read_url":"https://workshop.closeclaw.top/api/ai/read/cf76bc49-7e9b-4f42-bee8-3050a9fb9feb","page_url":"https://workshop.closeclaw.top/api/ai/books/cf76bc49-7e9b-4f42-bee8-3050a9fb9feb/page","search_url":"https://workshop.closeclaw.top/api/ai/books/cf76bc49-7e9b-4f42-bee8-3050a9fb9feb/search"},"page":{"printed_page":274,"pdf_page":289,"physical_index":289,"physical_index_base":0,"printed_page_status":"recognized","page_sha256":"d58ef6c01ece4b5ab80a9607a5fd48f788ddd93593f559d1f488182aa28b4708"},"chapter":"内容简介","content":"2012 年 10 月，在意大利佛罗伦萨的赛后研讨会上，竞赛组织者李飞飞教授宣布了这一压倒性的结果，该事件首先在计算机视觉领域产生了极大的震动，然后迅速波及整个人工智能学术界和产业界。这里还应该提到一段不为人知的历史：“谷歌大脑”团队其实也秘密地参加了这届比赛，而且由谷歌的技术奠基人、高级副总裁，同时也是后来 DeepMind 的首席科学家杰夫·迪恩（Jeff Dean，1968—）直接带队参赛，他们同样被辛顿小组的程序击败。这个结果让迪恩彻底震惊了，也为不久的将来谷歌不计成本地把辛顿招揽到旗下埋下了伏笔。\n\n在这一届比赛之后，ILSVRC 赛场上再也见不到浅层学习算法的身影了，参赛的程序全部都是基于深度神经网络设计的，否则连排名榜单都挤不进去。而且，这些程序使用隐层的数量在逐年增加<sup>○一</sup>。如图 7-19 所示，从 2012 年\n\n274\n\n第三部分 第三波高潮\n\n○一 内 容 引 自：https://stats.stackexchange.com/questions/182734/what-is-the-diference-between-a-neural-network-and-a-deep-neural-network/184921#184921。","previous_page":273,"next_page":275}