Understanding Neural Networks And Fuzzy Logic: Basic Concepts And Applications
暫譯: 理解神經網絡與模糊邏輯:基本概念與應用

Stamatios V. Kartalopoulos

  • 出版商: Wiley
  • 出版日期: 1995-09-12
  • 售價: $4,320
  • 貴賓價: 9.5$4,104
  • 語言: 英文
  • 頁數: 232
  • 裝訂: Paperback
  • ISBN: 0780311280
  • ISBN-13: 9780780311282
  • 海外代購書籍(需單獨結帳)

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Electrical Engineering Understanding Neural Networks and Fuzzy Logic Basic Concepts and Applications Stamatios v. Kartalopoulos, PhD, AT&T Bell Laboratories A Volume in the IEEE Press Understanding Science & Technology Series Understand the fundamentals of the emerging field of fuzzy neural networks, their applications and the most used paradigms with this carefully-organized state-of-the-art textbook. Previously tested at a number of noteworthy conference tutorials, the simple numerical examples presented in this book act as an excellent tool for progressive learning. Topics covered include:

  • Biological neural networks
  • Fuzzy logic
  • Artificial neural networks
  • Neural network paradigms
  • Artificial neuron modeling
  • Fuzzy neural networks
  • Applications, and more!

Understanding Neural Networks and Fuzzy Logic offers a simple presentation and bottom-up approach that is ideal for working professional engineers, undergraduates, medical/biology majors, and anyone with a nonspecialist background. Also of interest from IEEE Press… Industrial Applications of Fuzzy Control and Intelligent Systems Edited by Drs. John Yen and Reza Langari, Texas A & M University, and Dr. Lotfi A. Zadeh, University of California at Berkeley 1995 / Hardcover / 350 pp / IEEE Order No. PC4002 / ISBN 0-7803-1048-9 Fuzzy Models for Pattern Recognition Methods That Search for Structures in Data Edited by James C. Bezdek, University of West Florida, and Sankar K. Pal, Indian Statistical Institute, Calcutta 1992 / Softcover / 552 pp / IEEE Order No. PC3178 / ISBN 0-7803-0422-5 About the series… The IEEE Press Understanding Science & Technology Series treats important topics in science and technology in a simple and easy-to-understand manner. Designed expressly for the nonspecialist engineer, scientist, or technician, as well as the technologically curious, each volume stresses practical information over mathematical theorems and complicated derivations.

 

Table of Contents:

Preface.

Acknowledgments.

Introduction.

Biological Neural Networks.

Artificial Neural Networks: Concepts

Neural Network Paradigms.

Fuzzy Logic.

Fuzzy Neural Networks.

Applications.

Chapter Review Answers.

Index.

商品描述(中文翻譯)

**描述:**
《電機工程:理解神經網絡與模糊邏輯基本概念及應用》
作者:Stamatios v. Kartalopoulos, PhD, AT&T Bell Laboratories
IEEE Press《理解科學與技術系列》中的一卷

了解新興領域模糊神經網絡的基本原理、應用及最常用的範式,這本精心組織的最先進教科書將為您提供幫助。該書中呈現的簡單數值範例曾在多個重要會議的教程中進行測試,作為漸進學習的優秀工具。涵蓋的主題包括:
- 生物神經網絡
- 模糊邏輯
- 人工神經網絡
- 神經網絡範式
- 人工神經元建模
- 模糊神經網絡
- 應用,等等!

《理解神經網絡與模糊邏輯》提供了簡單的介紹和自下而上的方法,特別適合在職專業工程師、大學生、醫學/生物學專業學生及任何非專業背景的人士。IEEE Press還有以下書籍值得關注:
《模糊控制與智能系統的工業應用》編輯:Drs. John Yen 和 Reza Langari,德州農工大學,以及 Dr. Lotfi A. Zadeh,加州大學伯克利分校 1995年 / 精裝 / 350頁 / IEEE訂單號:PC4002 / ISBN 0-7803-1048-9
《用於模式識別的模糊模型:尋找數據結構的方法》編輯:James C. Bezdek,西佛羅里達大學,以及 Sankar K. Pal,印度統計學院,卡爾卡塔 1992年 / 平裝 / 552頁 / IEEE訂單號:PC3178 / ISBN 0-7803-0422-5

關於本系列……
IEEE Press《理解科學與技術系列》以簡單易懂的方式探討科學和技術中的重要主題。專為非專業的工程師、科學家或技術人員以及對技術感興趣的人士設計,每一卷都強調實用信息,而非數學定理和複雜的推導。

**目錄:**
- 前言
- 致謝
- 介紹
- 生物神經網絡
- 人工神經網絡:概念
- 神經網絡範式
- 模糊邏輯
- 模糊神經網絡
- 應用
- 章節回顧答案
- 索引