Neural Networks: Tricks of the Trade, 2/e (Paperback)
暫譯: 神經網絡:行業秘訣,第2版(平裝本)
Gr縵oire Montavon, Genevi嫛e Orr, Klaus-Robert M刜ler
- 出版商: Springer
- 出版日期: 2012-11-06
- 售價: $5,650
- 貴賓價: 9.5 折 $5,368
- 語言: 英文
- 頁數: 784
- 裝訂: Paperback
- ISBN: 364235288X
- ISBN-13: 9783642352881
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商品描述
The twenty last years have been marked by an increase in available data and computing power. In parallel to this trend, the focus of neural network research and the practice of training neural networks has undergone a number of important changes, for example, use of deep learning machines.
The second edition of the book augments the first edition with more tricks, which have resulted from 14 years of theory and experimentation by some of the world's most prominent neural network researchers. These tricks can make a substantial difference (in terms of speed, ease of implementation, and accuracy) when it comes to putting algorithms to work on real problems.
商品描述(中文翻譯)
過去二十年來,數據和計算能力的可用性顯著增加。與此趨勢並行,神經網絡研究的重點以及訓練神經網絡的實踐也經歷了多項重要變化,例如,深度學習機器的使用。
本書的第二版在第一版的基礎上增添了更多技巧,這些技巧源自於一些世界上最傑出的神經網絡研究者在過去14年的理論和實驗。這些技巧在將算法應用於實際問題時,可以在速度、實施的簡便性和準確性方面帶來顯著的差異。