ECE/CS/ME 539

Introduction to Artificial Neural Network and Fuzzy Systems

Home Page for Fall 2010 Semester

General Information

• Time and Place: (Lec 1) TR 2:30 - 3:45 PM Class room: 2305 Engr. Hall
  (Discussion Session) T, 4:00 - 5:15 PM, 2535 Engr. Hall (note different room). Dates when discussion session or make up lecture are held will be announced in class.
• Instructors: Yu Hen Hu , 2413 Engr. Hall, Tel.262-1073, E-mail: hu AT engr DOT wisc DOT edu.
  Office hours: Monday 9:30 - 11:00 AM, Friday 2:00 - 3:30 PM
• Course Description (HTML)
• Course Outline (HTML)
• Textbook:
  1. Neural Networks: A Comprehensive Foundation, Simon Haykin, Prentice Hall, New Jersey, second edition, 1999. (required)
  2. Neural Networks and Learning Machines Simon Haykin, Pearson Education Inc., Upper Saddle River, NJ 07458, 2009. (Optional. This is the third edition of the text book with more updated materials. This book can be used in lieu of the text book)
  3. Handbook of Neural Network Signal Processing, Y. H. Hu and J.-N. Hwang, CRC Press, 2002 ( Optional )
  4. Advanced Fuzzy Systems Design and Applications, Yaochu Jin, Physica-Verlag Heidelberg, 2003, ISBN 3-7908-1537-3. (Optional)
  5. A set of class notes will be available on the web. Instructor will give password to access the notes.
• Project guidelines
• ECOW2 Course page only for students registered in the Fall 2010 class. You must use your netID to access it.
• Fall 2010 Class Projects

Additional Materials Posted for this Class

• Matlab Files Used in the Class; Here is a link to many matlab tutorial sites.
• Public Domain ANN/Fuzzy Software Packages
• Fall2003 Class Projects
• Fall 2005 Class Project
• Fall 2008 Class Projects
• Public Domain Data Files May be useful for class project topics
• Related Web Resources

Last Update: Nov. 2, 2010