Neural Networks and Learning Machines

Neural Networks and Learning Machines 下載 mobi epub pdf 電子書 2025

Simon O. Haykin
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Pearson 2008-11-28 Hardcover 9780131471399

具體描述

Simon Haykin,於1953年獲得英國伯明翰大學博士學位,目前為加拿大McMaster大學電子與計算機工程係教授、通信研究實驗室主任。他是國際電子電氣工程界的*名學者,曾獲得IEEE McNaughton金奬。他是加拿大皇傢學會院士、IEEE會士,在神經網絡、通信、自適應濾波器等領域成果頗豐,*有多部標準教材。

For graduate-level neural network courses offered in the departments of Computer Engineering, Electrical Engineering, and Computer Science. Renowned for its thoroughness and readability, this well-organized and completely up-to-date text remains the most comprehensive treatment of neural networks from an engineering perspective. Refocused, revised and renamed to reflect the duality of neural networks and learning machines, this edition recognizes that the subject matter is richer when these topics are studied together. Ideas drawn from neural networks and machine learning are hybridized to perform improved learning tasks beyond the capability of either independently.

用戶評價

評分

##大傢都在說翻譯問題。翻譯確實有很多問題,很多地方是含混過關,意義很不明確,不少地方甚至直接是錯誤的翻譯,因此一旦有懷疑的地方一定要對照英文原版看。造成翻譯問題的原因,一方麵是譯者能力,我感覺更大的原因是原書確實知識麵實在太廣,原書作者本身也是通信,控製理論...  

評分

評分

##大傢都在說翻譯問題。翻譯確實有很多問題,很多地方是含混過關,意義很不明確,不少地方甚至直接是錯誤的翻譯,因此一旦有懷疑的地方一定要對照英文原版看。造成翻譯問題的原因,一方麵是譯者能力,我感覺更大的原因是原書確實知識麵實在太廣,原書作者本身也是通信,控製理論...  

評分

##總體看來,原著的結構性是比較強的,而且原著作者是經過信號處理轉過來的,以LMS作為BP 的引導這塊感覺挺有新意,同時不僅從數學分析方法,更重要的是從貝葉斯估計入手,更容易理解機器學習是一種統計推斷,而不是看起來完美的微積分推導。但是,翻譯的人,對, 就是那個姓申的...  

評分

##垃圾翻譯。 P370 馬爾剋夫鏈的遍曆性 the long-term proportion of time spent by the chain .. The proportion of time spent in state i after k returns, denoted by.. The return times T_i form a sequence of statistically independent and identically distributed ran...  

評分

##還是看原版好一點

評分

##Sophisticated yet understandable

評分

##Haykin's great book for ML, including various classic ML algorithms, but quite out-dated.

評分

##垃圾翻譯。 P370 馬爾剋夫鏈的遍曆性 the long-term proportion of time spent by the chain .. The proportion of time spent in state i after k returns, denoted by.. The return times T_i form a sequence of statistically independent and identically distributed ran...  

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