| 當期課號 | 7769 | Course Number | 7769 |
|---|---|---|---|
| 授課教師 | 廖梨君 | Instructor | LIAO,LI CHUN |
| 中文課名 | 類神經網路 | Course Name | Neural Networks and Its Applications |
| 開課單位 | 資訊工程系碩士在職專班一A | Department | |
| 修習別 | 選修 | Required/Elective | Elective |
| 學分數 | 3 | Credits | 3 |
| 課程目標 | Fundamental concepts and models of artificial neural systems Single-layer perception classifiers Multilayer feedforward networks Associative memories Matching and self-organizing networks Applications of neural algorithms and systems Neural networks implementation | Objectives | Fundamental concepts and models of artificial neural systems Single-layer perception classifiers Multilayer feedforward networks Associative memories Matching and self-organizing networks Applications of neural algorithms and systems Neural networks implementation |
| 教材 | "Neural Network Design," Martin T. Hagan, Howard B. Demuth,and Mark Beale. | Teaching Materials | "Neural Network Design," Martin T. Hagan, Howard B. Demuth,and Mark Beale. |
| 成績評量方式 | (1) Project: 40% (2) Exam: 20% (3) Report and Homework: 30% (4) Attendance: 10% |
Grading | (1) Project: 40% (2) Exam: 20% (3) Report and Homework: 30% (4) Attendance: 10% |
| 教師網頁 | http://www.cyut.edu.tw/~lcliao/ | ||
| 教學內容 | The objective of this course is to introduce the models and applications of the ANN system and let students understand how to desing ANN and apply to their research. | Syllabus | The objective of this course is to introduce the models and applications of the ANN system and let students understand how to desing ANN and apply to their research. |