週次 |
日期 |
單元主題 |
第1週 |
02/17 |
Theme: Introduction to the course—intelligent control
Activity: Pre-test—Understand how much students understand intelligent control, Grouping, Photo taking, Q&A
Assignment: HW1
|
第2週 |
02/24 |
Theme: Overview of fuzzy control I
Assignment: HW2
|
第3週 |
03/03 |
Theme: Overview of fuzzy control II
Assignment: HW3
Submission: HW1 |
第4週 |
03/10 |
Theme: Backward propagation neural network model (BPNN) I
Submission: HW2 |
第5週 |
03/17 |
Theme: Backward propagation neural network model (BPNN) II
Assignment: HW4 |
第6週 |
03/24 |
Review leave
Submission: HW3 |
第7週 |
03/31 |
Review leave |
第8週 |
04/07 |
Theme: Backward propagation neural network model (BPNN)III
Submission: HW4 |
第9週 |
04/14 |
Theme: Unsupervised artificial neural network – Self-organized mapping |
第10週 |
04/21 |
Theme: Convolutional neural network (CNN) I
Assignment: HW5
|
第11週 |
04/28 |
Theme: Convolutional neural network (CNN) II
Activity: Sample program explanation
|
第12週 |
05/05 |
Theme: Representation and related terminology of Fuzzy set, Fuzzy operation and Fuzzy inference |
第13週 |
05/12 |
Theme: Fuzzy relation
Submission: HW5
Assignment: Final project proposal (Fuzzy, ANN)
|
第14週 |
05/19 |
Theme: Fuzzy models, Discussion on the final project |
第15週 |
05/26 |
Theme: Genetic algorithm(GA)
Activity: Post-test
|
第16週 |
06/02 |
Activity: Oral presentation for the final project 1 (Fuzzy project), Genetic algorithm(GA) |
第17週 |
06/09 |
Activity: Oral presentation for the final project 2 (Neural network project), Hopfield neural network
(Submit final report (Word) and PPT for both projects ) |
第18週 |
06/16 |
Theme: Hopfield neural network |