週次 |
日期 |
單元主題 |
第1週 |
2/28 |
National Holiday |
第2週 |
3/07 |
Course Introduction: Models & modeling |
第3週 |
3/14 |
Behavioral Modeling (1/2): System dynamics |
第4週 |
3/21 |
Behavioral Modeling (2/2): Agent-based modeling |
第5週 |
3/28 |
Computational Cognitive Science (1/2): Basics |
第6週 |
4/04 |
National Holiday |
第7週 |
4/11 |
Computational Cognitive Science (2/2): Advanced |
第8週 |
4/18 |
Computational Cognitive Neuroscience (1/8): Modeling principles & canonical neural computation |
第9週 |
4/25 |
Computational Cognitive Neuroscience (2/8): Overview of learning & memory |
第10週 |
5/02 |
Computational Cognitive Neuroscience (3/8): Local/shallow learning & memory |
第11週 |
5/09 |
Computational Cognitive Neuroscience (4/8): Global/deep learning & memory |
第12週 |
5/16 |
Computational Cognitive Neuroscience (5/8): Deep convolutional neural networks |
第13週 |
5/23 |
Computational Cognitive Neuroscience (6/8): Deep reinforcement learning |
第14週 |
5/30 |
Computational Cognitive Neuroscience (7/8): Deep recurrent neural networks |
第15週 |
6/06 |
Computational Cognitive Neuroscience (8/8): Advanced issues & models |
第16週 |
6/13 |
Computational Neuroscience (1/2): 1 spiking neuron |
第17週 |
6/20 |
Computational Neuroscience (2/2): N spiking neurons |