Development and Analysis of Deep Learning Architectures
暫譯: 深度學習架構的開發與分析
Pedrycz, Witold, Chen, Shyi-Ming
- 出版商: Springer
- 出版日期: 2019-11-13
- 售價: $7,070
- 貴賓價: 9.5 折 $6,717
- 語言: 英文
- 頁數: 292
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3030317633
- ISBN-13: 9783030317638
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相關分類:
DeepLearning
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商品描述
This book offers a timely reflection on the remarkable range of algorithms and applications that have made the area of deep learning so attractive and heavily researched today. Introducing the diversity of learning mechanisms in the environment of big data, and presenting authoritative studies in fields such as sensor design, health care, autonomous driving, industrial control and wireless communication, it enables readers to gain a practical understanding of design. The book also discusses systematic design procedures, optimization techniques, and validation processes.
商品描述(中文翻譯)
本書對於深度學習領域中令人矚目的各種演算法和應用進行了及時的反思,這使得該領域在當今變得如此吸引人且受到廣泛研究。書中介紹了在大數據環境中學習機制的多樣性,並呈現了在感測器設計、健康照護、自動駕駛、工業控制和無線通信等領域的權威研究,使讀者能夠獲得實用的設計理解。本書還討論了系統化的設計程序、優化技術和驗證過程。