決策與大腦
Decision making and the brain
| 節 | 週一 |
|---|---|
5 13:20–14:10 | 決策與大腦 YL824（陽明） 2 節連堂 |
6 14:20–15:10 |
* 根據陽明交大上課時間表所列
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?
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無備註
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In-class paper presentation: 30% Midterm report: project idea: 30% Final project proposal: 40%
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| 週次 | 主題 |
|---|---|
| 第 1 週 | The birth of Neuroeconomics A brief history of neuroeconomics (textbook) Chapter 5, 6 2023-02-13(一) 時數：[2023-02-13]吳仕煒(2.00) |
| 第 2 週 | Brain and Economics Chapter 1, 5, 6 2023-02-20(一) 時數：[2023-02-20]吳仕煒(2.00) |
| 第 3 週 | What is preference? Chapter 1, 8, 20 2023-02-27(一) 時數：[2023-02-27]吳仕煒(2.00) |
| 第 4 週 | What is rationality? From economics to psychology Chapter 1, 3, Appendix Paper presentation 1 2023-03-06(一) 時數：[2023-03-06]吳仕煒(2.00) |
| 第 5 週 | Money, gains, losses, and probability: How does the brain see them? Chapter 6, 8, 9, 20 Paper presentation 2 2023-03-13(一) 時數：[2023-03-13]吳仕煒(2.00) |
| 第 6 週 | Experiment time: an fMRI experiment on loss aversion Chapter 6, 8 2023-03-20(一) 時數：[2023-03-20]吳仕煒(2.00) |
| 第 7 週 | How does the brain learn? From prediction error and reinforcement learning Chapter 15 Paper presentation 3 2023-03-27(一) 時數：[2023-03-27]吳仕煒(2.00) |
| 第 8 週 | What is the difference between the biological intelligence and artificial intelligence? From the perspectives of algorithms Chapter 16, 21 Paper presentation 4 2023-04-03(一) 時數：[2023-04-03]吳仕煒(2.00) |
| 第 9 週 | Experiment time: an fMRI experiment on reinforcement learning Chapter 15 2023-04-10(一) 時數：[2023-04-10]吳仕煒(2.00) |
| 第 10 週 | Decisions about time and waiting Chapter 10, 17 Paper presentation 5 2023-04-17(一) 時數：[2023-04-17]吳仕煒(2.00) |
| 第 11 週 | Impulsivity, self-control and decision making Chapter 8, 10 Paper presentation 6 2023-04-24(一) 時數：[2023-04-24]吳仕煒(2.00) |
| 第 12 週 | One brain or two? How neuroscience views dual-system models Chapter 21, 22 Paper presentation 7 2023-05-01(一) 時數：[2023-05-01]吳仕煒(2.00) |
| 第 13 週 | Is the Brain an efficient system? Efficient coding hypothesis and its implications Chapter 24 Paper presentation 8 2023-05-08(一) 時數：[2023-05-08]吳仕煒(2.00) |
| 第 14 週 | Context effects Chapter 24 Paper presentation 9 2023-05-15(一) 時數：[2023-05-15]吳仕煒(2.00) |
| 第 15 週 | How does the brain accumulate evidence, combine information from the past and present? Chapter 19 2023-05-22(一) 時數：[2023-05-22]吳仕煒(2.00) |
| 第 16 週 | Neural network models for evidence accumulation Chapter 23 2023-05-29(一) 時數：[2023-05-29]吳仕煒(2.00) |
| 第 17 週 | 2023-06-05(一) |
| 第 18 週 | 2023-06-12(一) |
Glimcher PW, Fehr E (2013) Neuroeconomics: decision making and the brain. Academic Press.
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