週次 |
日期 |
單元主題 |
第1週 |
9/18 |
Course Introduction: Models & modeling |
第2週 |
9/25 |
Behavioral Modeling (1/2): System dynamics |
第3週 |
9/26 |
中秋節放假 |
第4週 |
10/9 |
國慶日彈性補假 |
第5週 |
10/16 |
Behavioral Modeling (2/2): Agent-based modeling |
第6週 |
10/23 |
Computational Cognitive Science |
第7週 |
10/30 |
Computational Cognitive Neuroscience (1/3): Modeling principles & canonical neural computation |
第8週 |
11/6 |
Computational Cognitive Neuroscience (2/3): Neural Networks |
第9週 |
11/13 |
Computational Cognitive Neuroscience (3/3): Learning & Memory |
第10週 |
11/20 |
全校運動會(停課): https://www.aca.ntu.edu.tw/calendar.asp |
第11週 |
11/27 |
Deep-learning Neural Networks (1/4): Fully-Connected Multilayer Perceptron (MLP) |
第12週 |
12/4 |
Deep-learning Neural Networks (2/4): Convolutional Neural Network (CNN) |
第13週 |
12/11 |
Deep-learning Neural Networks (3/4): Recurrent Neural Networks (RNN) |
第14週 |
12/18 |
Deep-learning Neural Networks (4/4): Deep Reinforcement Learning (RL) & Advanced Networks |
第15週 |
12/25 |
Computational Neuroscience (1/2): 1 spiking neuron |
第16週 |
1/1 |
開國紀念日 |
第17週 |
1/8 |
Computational Neuroscience (2/2): N spiking neurons |