| 當期課號 | 7429 | Course Number | 7429 |
|---|---|---|---|
| 授課教師 | 李麗華 | Instructor | LI,LI HUA |
| 中文課名 | 類神經網路 | Course Name | Neural Networks and Its Applications |
| 開課單位 | 資訊科技研究所博士班一A | Department | |
| 修習別 | 選修 | Required/Elective | Elective |
| 學分數 | 3 | Credits | 3 |
| 課程目標 | The course objective is to let graduate students understand the concept of artificial neural network(ANN) and its models. Graduate tudents will learn how to construct and apply ANN to their interested research area. Paper study and project implementation of one or more neural network models are required to fulfill this class. | Objectives | The course objective is to let graduate students understand the concept of artificial neural network(ANN) and its models. Graduate tudents will learn how to construct and apply ANN to their interested research area. Paper study and project implementation of one or more neural network models are required to fulfill this class. |
| 教材 | “Neural and Adaptive Systems: Fundamentals Through Simulations,” Jose C. Principe, Neil R. Euliano, W. Curt Lefebvre, John Wiley, 2000.(全華科技代理,書號:20643917) “類神經網路模式應用與實作”,葉怡成編著,儒林圖書,2001四月七版版. (ISBN:957-499-313-2) “Neural Network Design," Martin T. Hagan, Howard B. Demuth, and Mark Beale, PWS Publishing Co., 1996. (ISBN:053494332-2) “Artificial Neural Network,” Robert J. Schalkoff, McGraw-Hill,1997. (ISBN:0-07- 115554-6) “應用類神經網路”,葉怡成編著,儒林圖書,2001年3月三版. (ISBN:957-652 -997-2) |
Teaching Materials | “Neural and Adaptive Systems: Fundamentals Through Simulations,” Jose C. Principe, Neil R. Euliano, W. Curt Lefebvre, John Wiley, 2000.(全華科技代理,書號:20643917) “類神經網路模式應用與實作”,葉怡成編著,儒林圖書,2001四月七版版. (ISBN:957-499-313-2) “Neural Network Design," Martin T. Hagan, Howard B. Demuth, and Mark Beale, PWS Publishing Co., 1996. (ISBN:053494332-2) “Artificial Neural Network,” Robert J. Schalkoff, McGraw-Hill,1997. (ISBN:0-07- 115554-6) “應用類神經網路”,葉怡成編著,儒林圖書,2001年3月三版. (ISBN:957-652 -997-2) |
| 成績評量方式 | Homework/Report 30% Midterm 30% Term Paper&Final Project 40% |
Grading | Homework/Report 30% Midterm 30% Term Paper&Final Project 40% |
| 教師網頁 | http://www.cyut.edu.tw/~lhli | ||
| 教學內容 | The course objective is to let students understand the concept of artificial neural network(ANN) and its models. Students will learn how to construct and apply ANN to their interested research area. Paper study and project implementation of one or more neural network models are required to fulfill this class. | Syllabus | The course objective is to let students understand the concept of artificial neural network(ANN) and its models. Students will learn how to construct and apply ANN to their interested research area. Paper study and project implementation of one or more neural network models are required to fulfill this class. |