Data Classification Using Neural Analytics
暫譯: 使用神經分析的數據分類

Biem, Alan

  • 出版商: CRC
  • 出版日期: 2021-01-01
  • 售價: $3,310
  • 貴賓價: 9.5$3,145
  • 語言: 英文
  • 頁數: 304
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1498718663
  • ISBN-13: 9781498718660
  • 相關分類: Machine Learning
  • 海外代購書籍(需單獨結帳)

商品描述

This book presents neural networks from a theoretical viewpoint with practical applications. Unlike other books, which focus on a single architecture or view neural networks primarily through a machine learning prism, this book provides a comprehensive view of neural networks from its roots in neuroscience to recent work on both connectivity theory and statistical classification theory. Additionally, it describes a variety of neural network architectures under a unifying theory, allowing readers to better comprehend the variety of neural network algorithms.

商品描述(中文翻譯)

本書從理論的角度介紹神經網絡及其實際應用。與其他專注於單一架構或主要通過機器學習的視角來看待神經網絡的書籍不同,本書提供了神經網絡的全面視野,涵蓋了其在神經科學中的根源以及最近在連接理論和統計分類理論方面的研究。此外,本書在統一理論下描述了多種神經網絡架構,使讀者能夠更好地理解各種神經網絡算法。

作者簡介

Alain Biem, senior research scientist, IBM T.J. Watson Research Center, Yorktown Heights, New York, USA

作者簡介(中文翻譯)

阿蘭·比恩(Alain Biem),資深研究科學家,IBM T.J. Watson 研究中心,美國紐約約克鎮。