意識的神經網路模型
Neural Network Modeling of Consciousness
學期
106-1
學分
2
學分
當期課號
B425
永久課號
B0347
開課單位
心智哲學研究所
校區
陽明
類別
選修
上課時間表
| 節 | 週一 |
|---|---|
7 15:30–16:20 | 意識的神經網路模型 YX206 2 節連堂 |
8 16:30–17:20 |
* 根據陽明交大上課時間表所列
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction |
| 第 2 週 | Linear Algebra for PDP |
| 第 3 週 | PDP (I) |
| 第 4 週 | PDP (II) |
| 第 5 週 | Interactive Activation and Competition |
| 第 6 週 | Constraint Satisfaction in PDP System (I) |
| 第 7 週 | Constraint Satisfaction in PDP System (II) |
| 第 8 週 | Learning in PDP Models: The Pattern Associator Background |
| 第 9 週 | Learning in PDP Models: The Pattern Associator The Pattern Associator |
| 第 10 週 | Learning in PDP Models: The Pattern Associator The Family of Pattern Associator Models |
| 第 11 週 | Training Hidden Units with Back Propagation |
| 第 12 週 | Competitive Learning (I) |
| 第 13 週 | Competitive Learning (II) |
| 第 14 週 | The Simple Recurrent Network: A Simple Model that Captures the Structure in Sequences (I) |
| 第 15 週 | The Simple Recurrent Network: A Simple Model that Captures the Structure in Sequences (II) |
| 第 16 週 | Recurrent Backpropagation: Attractor Network Models of Semantic and Lexical Processing |
| 第 17 週 | Backpropagation: Attractor Network Models of Semantic and Lexical Processing |
| 第 18 週 | Backpropagation: Attractor Network Models of Semantic and Lexical Processing |