週次 |
日期 |
單元主題 |
第1週 |
9/11 |
Course Introduction: Models & modeling |
第2週 |
9/18 |
Behavioral Modeling (1/2): System dynamics |
第3週 |
9/25 |
Behavioral Modeling (2/2): Agent-based modeling |
第4週 |
10/2 |
Computational Cognitive Science (1/2): Basics |
第5週 |
10/9 |
Computational Cognitive Science (2/2): Advanced |
第6週 |
10/16 |
Computational Cognitive Neuroscience (1/8): Modeling principles & canonical neural computation |
第7週 |
10/23 |
No Class |
第8週 |
10/30 |
No Class |
第9週 |
11/6 |
Computational Cognitive Neuroscience (2/8): Overview of learning & memory |
第10週 |
11/13 |
Computational Cognitive Neuroscience (3/8): Local/shallow learning & memory |
第11週 |
11/20 |
Computational Cognitive Neuroscience (4/8): Global/deep learning & memory |
第12週 |
11/27 |
Computational Cognitive Neuroscience (5/8): Deep convolutional neural networks (1/2) |
第13週 |
12/4 |
Computational Cognitive Neuroscience (6/8): Deep convolutional neural networks (2/2) |
第14週 |
12/11 |
Computational Cognitive Neuroscience (7/8): Deep recurrent neural networks |
第15週 |
12/18 |
Computational Cognitive Neuroscience (8/8): Advanced issues |
第16週 |
12/25 |
Computational Neuroscience (1/2): 1 spiking neuron |
第17週 |
1/1 |
Holiday |
第18週 |
1/8 |
Computational Neuroscience (2/2): N spiking neurons |