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  • 圖解深度學習
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    圖靈程序設計叢書

    圖解深度學習

    山下隆義 (作者) 張彌 (譯者)
    本書從深度學習的發展歷程講起,以豐富的圖例從理論和實踐兩個層面
    介紹了深度學習的各種方法,以及深度學習在圖像識別等領域的應用案例。內
    容涉及神經網絡、卷積神經網絡、受限玻爾茲曼機、自編碼器、泛化能力的
    提高等。此外,還介紹了包括Theano、Pylearn2、Caffe、DIGITS、Chainer 和
    TensorFlow 在內的深度學習工具的安裝和使用方法。

    收藏本書能做什么?

    有情況的時候會收到通知,比如電子書發布等。

    PS:也會在圖靈社區電報頻道更新

    出版信息

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      Peter Harrington   李銳   李鵬   曲亞東   王斌   譯

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    本書特色

    1.實用
    136張圖+60段代碼幫助理解相關理論和工具的使用方法。可作為專業理論書籍、參考文獻的輔助讀物隨時翻閱

    2.專業
    濃縮深度學習的關鍵知識點,內容涉及神經網絡、卷積神經網絡、受限玻爾茲曼機、自編碼器、泛化能力的提高等。同時輔以代碼,介紹了Theano、Pylearn2、Caffe、DIGITS、Chainer和TensorFlow等深度學習工具的安裝和使用方法。
    3.易懂
    圖文并茂,知識點清晰直觀、便于理解。全彩印刷、版式精美,技術書也可賞心悅目。

    目錄

    前言 閱讀
    第1章 緒論 閱讀
    第2章 神經網絡 閱讀
    第3章 卷積神經網絡
    第4章 受限玻爾茲曼機
    第5章 自編碼器
    第6章 提高泛化能力的方法
    第7章 深度學習工具
    第8章 深度學習的現在和未來
    參考文獻
    作者介紹

    作者介紹

    山下隆義(作者)
    1978年出生于日本神戶,2002年修完博士前期課程,并于當年入職歐姆龍股份有限公司,主要從事快速人臉圖像檢測相關的軟件研究和開發。2011年在日本中部大學研究生院工學研究科修完博士后期課程,獲得工學博士學位。2014年開始擔任中部大學工學院信息工程系講師。目前從事動畫處理、模式識別和機器學習相關的研究。曾多次榮獲日本深度學習研究相關獎項,并在多個相關研討會上擔任講師。
    張彌(譯者)
    畢業于大連外國語大學日本語學院。現就職于某日本大型跨國公司,從事技術翻譯工作,具有豐富的軟件開發和醫學翻譯經驗。喜歡挑戰新事物,樂于學習新知識和接觸新領域。

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    • 這本書是日語嗎?
      zphhhhh  發表于 2016-11-12 15:31:14
      推薦
    • 這本書日亞評價不如 http://www.fck8.com/book/1921 高啊。。
      Hawaiian🎸  發表于 2017-02-05 18:43:12
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    • 期待呀,對這本書 久仰大名了,,圖靈的大神們 加油~~
      Benedict Jin  發表于 2017-07-24 19:33:25
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    • 這個大概什么時候翻譯完?期待各位大大的杰作
      不最醉不龜歸  發表于 2017-08-14 15:13:34
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      • 謝謝關注,這本預計10月翻譯完~

        高宇涵  發表于 2017-08-14 15:42:36
    • 隨書文件在哪下載
      lmj123  發表于 2018-03-15 16:20:50
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      • 您好,這本書目前沒有隨書文件。

        高宇涵  發表于 2018-03-16 16:05:28
    • 什么時候會出版啊?好期待
      squirreler  發表于 2018-03-29 18:18:34
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    • 會有電子版嗎?
      marcofang  發表于 2018-05-21 12:45:22
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      • 您好,版權關系,這本書沒有電子版。

        高宇涵  發表于 2018-05-22 09:52:04
    • 本書第57頁,柯西-施瓦茨不等式有誤,式(3)不等式左邊/a//b/少了一個負號。應該-/a//b/
      ttmhome  發表于 2019-06-03 15:33:13
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    • 不知道本書39頁的圖3.5是不是有問題。我發現它和《深度學習入門》那本動物書介紹的卷積層完全不同。動物書里,多通道的輸入和多通道的卷積核得到的特征圖是一通道的,和這本書的圖3.5描述的完全不一樣。麻煩編輯查看一下。
      suzxa  發表于 2019-07-11 11:12:55
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