當期課號 | 7164 | Course Number | 7164 |
---|---|---|---|
授課教師 | 詹智強 | Instructor | CHAN,CHU CHAI |
中文課名 | 類神經網路 | Course Name | Neural Networks and Its Applications |
開課單位 | 工業工程與管理系碩士班二A | Department | |
修習別 | 選修 | Required/Elective | Elective |
學分數 | 3 | Credits | 3 |
課程目標 | 本課程旨在教授學生類神經網路基本模式與如何使用這些模式於資料分群與預測。 | Objectives | Introduce the basic models of Neural Networks and Apply these models in data classification and forecast. |
教材 | Pattern Recognition and Neural Networks 作者:Ripley, b. D. 出版社:Cambridge Univ Pr |
Teaching Materials | Pattern Recognition and Neural Networks author:Ripley, b. D. Cambridge Univ Pr |
成績評量方式 | project 40% midterm 30% final exams 30% | Grading | project 40% midterm 30% final exams 30% |
教師網頁 | http://ec.iem.cyut.edu.tw/?page_id=57 | ||
教學內容 | Introduction Basic Model Perceptron Back Propagation Network Self Organization Map(SOM) |
Syllabus | Introduction Basic Model Perceptron Back Propagation Network Self Organization Map(SOM) |