國立中興大學教學大綱
課程名稱 (中) 超大型積體電路訊號處理架構設計(6774)
(Eng.) Design of VLSI DSP Signal processing Architecture
開課單位 電機系
課程類別 選修 學分 3 授課教師 黃穎聰
選課單位 光半技產專 / 產專班 授課使用語言 中文 英文/EMI N 開課學期 1102
課程簡述 This course is designed to give you a comprehensive coverage of the VLSI architectures for digital signal processing. The main theme of the course is to design efficient VLSI architectures for computing algorithms frequently encountered in DSP systems. In other words, this course will teach you how to map DSP algorithms onto VLSI. You will learn the basic properties of VLSI algorithms and their relations with the VLSI implementation. You will also learn a lot of algorithm transformation and architecture design techniques to improve your design. A systematic introduction to this design process will be elaborated. Fundamental knowledge toward DSP, computer architecture and parallel processing is preferred but not a prerequisite.
先修課程名稱
課程含自主學習 N
課程與核心能力關聯配比(%) 課程目標之教學方法與評量方法
課程目標 核心能力 配比(%) 教學方法 評量方法
This course is designed to give you a comprehensive coverage of the VLSI architectures for digital signal processing. The main theme of the course is to design efficient VLSI architectures for computing algorithms frequently encountered in DSP systems. In other words, this course will teach you how to map DSP algorithms onto VLSI.
習作
講授
書面報告
作業
測驗
授課內容(單元名稱與內容、習作/每週授課、考試進度-共18週)
週次 授課內容
第1週 introduction to VLSI digital signal processing
第2週 review of DSP algorithms
第3週 review of DSP algorithms
第4週 algorithm representations and iteration bound
第5週 algorithm representations and iteration bound
第6週 mapping algorithms onto array structures
第7週 mapping algorithms onto array structures
第8週 QR factorization design example
第9週 Mid term exam
第10週 retiming scheme
第11週 unfodling scheme
第12週 folding scheme
第13週 folding scheme
第14週 pipelining and parallel processing for low power
第15週 pipelined and parallel recursive and adaptive filters
第16週 pipelined and parallel recursive and adaptive filters
第17週 Deep learning architecture for CNN network
第18週 final exam
學習評量方式
homework assignments, mid term exam, final exam, term project
教科書&參考書目(書名、作者、書局、代理商、說明)
“VLSI Digital Signal Processing Systems – Design and Implementation,” by Keshab Parhi, John Wiley & Sons, 1999
課程教材(教師個人網址請列在本校內之網址)
iLearning Website
課程輔導時間
Wednesday 1-3PM
聯合國全球永續發展目標(連結網址)
 提供體驗課程:N
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更新日期 西元年/月/日:2022/04/18 22:25:00 列印日期 西元年/月/日:2025 / 9 / 01
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