類神經網路
課程大綱
• Fundamental Concepts and Models of mental processes
• Single-Layer Perceptron
• Multilayer Perceptron
• Hopfield model
• Recurent Network
• Associative Memory
• Self-Organizing Map (SOM)
• Reinforcement learning
教科書
• Neural Networks: a comprehensive foundation, second edition(如果趕得上出版 當用第三版), by Simon Haykin, Prentice Hall International, Inc., 1999
• Lecture notes on Neural Networks, Cheng-Yuan Liou (講義)
課程網站 http://red.csie.ntu.edu.tw/NN/Homework/homework.html