決策與大腦
Decision making and the brain
學期
112-2
學分
2
學分
當期課號
132708
永久課號
LSNS30067
開課單位
神經科學研究所
授課教師
吳仕煒
校區
陽明
類別
選修
上課時間表
| 節 | 週一 |
|---|---|
5 13:20–14:10 | 決策與大腦 YL824 2 節連堂 |
6 14:20–15:10 |
* 根據陽明交大上課時間表所列
概述
Introduce how neuroscience, economics, and psychology are combined to understand human decision making. How are preferences formed in the brain? How does the nervous system process external information, and forms decisions through experience and learning? What are the similarities and differences between human and artificial intelligence? 介紹神經科學如何融合心理學和經濟學來研究大腦。偏好在大腦內如何形成?神經系統如何處理外在訊息、並透過經驗和學習來做決定?人腦和人工智能在決策演算法的異同在哪裡?
評分方式
In-class paper presentation: 60% Final project proposal: 40%
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | A brief history of neuroeconomics (Chapter 5, 6) |
| 第 2 週 | Brain and Economics (Chapter 1, 5, 6) |
| 第 3 週 | Preference (Chapter 1, 8, 20) |
| 第 4 週 | Being a subject in a decision-making experiment (Chapter 6, 8) |
| 第 5 週 | Being a subject in a decision-making experiment |
| 第 6 週 | Rationality (Chapter 1, 3) Paper presentation 1 |
| 第 7 週 | Decision under risk (Chapter 6, 8, 9, 20) Paper presentation 1 |
| 第 8 週 | Intertemporal choice (Chapter 10, 17) Paper presentation 2 |
| 第 9 週 | Reinforcement learning Paper presentation 3 |
| 第 10 週 | Distributional reinforcement learning Paper presentation 4 |
| 第 11 週 | Self control (Chapter 8, 10) Paper presentation 5 |
| 第 12 週 | Context-dependent preferences (Chapter 24) Paper presentation 6 |
| 第 13 週 | Efficient coding (Chapter 24) Paper presentation 7 |
| 第 14 週 | Divisive normalization Paper presentation 8 |
| 第 15 週 | Evidence accumulation (Chapter 19) Paper presentation 9 |
| 第 16 週 | Change detection |
教科書
Glimcher PW, Fehr E (2013) Neuroeconomics: decision making and the brain. Academic Press.