Introduction to Neural Networks for C#, 2/e (Paperback)

Jeff Heaton

  • 出版商: Heaton Research
  • 出版日期: 2008-10-02
  • 售價: $1,900
  • 貴賓價: 9.5$1,805
  • 語言: 英文
  • 頁數: 428
  • 裝訂: Paperback
  • ISBN: 1604390093
  • ISBN-13: 9781604390094
  • 相關分類: C#
  • 無法訂購

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商品描述

Introduction to Neural Networks with C#, Second Edition, introduces the C# programmer to the world of Neural Networks and Artificial Intelligence. Neural network architectures, such as the feedforward, Hopfield, and self-organizing map architectures are discussed. Training techniques, such as backpropagation, genetic algorithms and simulated annealing are also introduced. Practical examples are given for each neural network. Examples include the traveling salesman problem, handwriting recognition, financial prediction, game strategy, mathematical functions, and Internet bots. All C# source code is available online for easy downloading.

商品描述(中文翻譯)

《C# 神經網絡入門(第二版)》向 C# 程式設計師介紹了神經網絡和人工智慧的世界。書中討論了多種神經網絡架構,如前饋網絡、霍普菲爾德網絡和自組織映射架構。還介紹了訓練技術,如反向傳播、遺傳算法和模擬退火。每種神經網絡都有實際範例,包括旅行推銷員問題、手寫識別、金融預測、遊戲策略、數學函數和網路機器人。所有 C# 原始碼均可在線下載,方便讀者使用。