| 當期課號 |
7839 |
Course Number |
7839 |
| 授課教師 |
劉啟東 |
Instructor |
LIU,CHII TUNG |
| 中文課名 |
類神經網路 |
Course Name |
Neural Networks and Its Applications |
| 開課單位 |
數位化產品設計產業研發碩士專班一A |
Department |
|
| 修習別 |
選修 |
Required/Elective |
Elective |
| 學分數 |
3 |
Credits |
3 |
| 課程目標 |
本課程之目的在於教授學生類神經網路技術與相關應用，內容涵蓋
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 |
|
| 教材 |
Slide |
Teaching Materials |
Slide |
| 成績評量方式 |
期末project40%，作業30%，論文報告30% |
Grading |
project 40%, homework 30%,presentation 30% |
| 教師網頁 |
|
| 教學內容 |
Introduction Perceptron Widrow-Hoff Learning Backpropagation Associative Learning Competitive Networks Adaptive Resonance Theory (ART) Hopfield Network Recurrent Neural Networks |
Syllabus |
Introduction Perceptron Widrow-Hoff Learning Backpropagation Associative Learning Competitive Networks Adaptive Resonance Theory (ART) Hopfield Network Recurrent Neural Networks |