Neural Networks

Instructor: Hahn-Ming Lee

(李漢銘, 27376410, hmlee@mail.ntust.edu.tw)

 

授課課程

Neural Networks

助教

黃思育 M9615008@mail.ntust.edu.tw

授課摘要

1. Introduction & Overview

2. Supervised-learning Neural Networks

        3. Unsupervised-learning Neural Networks

4. Recurrent Neural Networks

           5. Applications

 

教科書

Satish Kumar, Neural Networks - A Classroom Approach, McGraw-Hill, 2005.

參考書目

1. J.C. Principe, N.R. Euliano, and W.C. Lefebvre, Neural and Adaptive Systems - Fundamentals Through Simulations, John Wiley & Sons, INC, 2000.

2.      Haykin, Neural Networks - A Comprehensive Foundation, Prentice Hall, 1999.

3.      Konar, Artificial Intelligence and Soft Computing, CRC, 2000.

4.      J.A. Anderson and E. Rosenfeld, NEUROCOMPUTING, MIT, 1988

 

評量方式

Homework(s) –Develop an application via NN models

Final Exam

備註說明

Office hour: 9:30-12:00 Tuesday