VLSI數位訊號處理架構設計 (英文授課)
VLSI Digital Signal Processing
學期
110-2
學分
3
學分
當期課號
5264
永久課號
IOC5224
開課單位
資訊科學與工程研究所
授課教師
范倫達
校區
光復
類別
選修
上課時間表
| 節 | 週一 |
|---|---|
A 18:30–19:20 | VLSI數位訊號處理架構設計 (英文授課) EC115 3 節連堂 |
B 19:30–20:20 | |
C 20:30–21:20 |
* 根據陽明交大上課時間表所列
概述
Good understanding and design experience of VLSI signal processing algorithms and architecture and chips with applications to DSP and machine learning systems through ASIC-, processor-, and GPU approaches.
先修科目
數位電路設計導論, 訊號與系統
教學方式
http://viplab.cs.nctu.edu.tw/course/VLSI_DSP2020_Spring.htm Handout is available
評分方式
1. 作業 2. 期中報告 3. 期末計畫
課程大綱
- Lecture 1: Introduction to Digital Signal Processing Systems
- Lecture 1: Introduction to Digital Signal Processing Systems
- Lecture 2: Iteration Bound
- Lecture 2: Iteration Bound
- Lecture 3: Pipelining and parallel processing
- Lecture 3: Pipelining and parallel processing
- Lecture 4: Retiming
- Lecture 4: Retiming
- Midterm Report
- Lecture 5: Unfolding
- Lecture 6: Low-Power CMOS VLSI Design
- Lecture 7: FastICA Hardware Architecture for EEG Processing
- Lecture 8: Deep Neural Network Hardware Architecture
- Lecture 8: Deep Neural Network Hardware Architecture
- Lecture 9: Introduction to 3D Graphics Processing Flow Final Project Execution
- Lecture 10: Introduction to modern GPU Hardware
- Lecture 11 Geometry Subsystem Design Final Project Execution Final Project Execution
- Final Project Demo
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | Lecture 1: Introduction to Digital Signal Processing Systems |
| 第 2 週 | Lecture 1: Introduction to Digital Signal Processing Systems |
| 第 3 週 | Lecture 2: Iteration Bound |
| 第 4 週 | Lecture 2: Iteration Bound |
| 第 5 週 | Lecture 3: Pipelining and parallel processing |
| 第 6 週 | Lecture 3: Pipelining and parallel processing |
| 第 7 週 | Lecture 4: Retiming |
| 第 8 週 | Lecture 4: Retiming |
| 第 9 週 | Midterm Report |
| 第 10 週 | Lecture 5: Unfolding |
| 第 11 週 | Lecture 6: Low-Power CMOS VLSI Design |
| 第 12 週 | Lecture 7: FastICA Hardware Architecture for EEG Processing |
| 第 13 週 | Lecture 8: Deep Neural Network Hardware Architecture |
| 第 14 週 | Lecture 8: Deep Neural Network Hardware Architecture Final Project Planning |
| 第 15 週 | Lecture 9: Introduction to 3D Graphics Processing Flow Final Project Execution |
| 第 16 週 | Lecture 10: Introduction to modern GPU Hardware Final Project Execution |
| 第 17 週 | Lecture 11: Geometry Subsystem Design Final Project Execution |
| 第 18 週 | Final Project Demo |
教科書
K. K. Parhi, VLSI Digital Signal Processing Systems: Design and Implementation. NY: Wiley, 1999. Reference Books: P. Pirsch, Architectures for Digital Signal Processing. NY: Wiley, 1998. ※請修課同學尊重智慧財產權!勿隨意過度影印教科書或使用未經授權之著作權與電腦軟體等。
Office Hours
- 地點
- EC-419R
- 時間
- Tuesday: GH
- 聯絡方式
- ext 54815