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  이승구 교수

  - [소    속] 현) Pohang University of Science and Technology (POSTECH)
  - [최종학력] PhD, May 1990 – University of Michigan, U.S.A.
  - [주요저서]
  1. Sunggu Lee, Gabor Karsai, Peter Puschner, and Joe Loyall, Proceedings of the IEEE 17th International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing, IEEE Computer Society, June 2014.
  2. S. Lee, Advanced Digital Logic Design Using Verilog, State Machines, and Synthesis for FPGAs, Thomson, Toronto, 2006.

1. CHAPTER 1
   1. 1주차 소개
   1. Basic Computer Operation
   1. Design of a Computer CPU
   1. Processes, Threads, and Synchronization
   1. Chapter7 Quiz
2. CHAPTER 2
   1. 2주차 소개
   1. Special Purpose Computer Systems for Deep Learning
   1. Pipeline Processing
   1. Parallel Processing
   1. Chapter8 Quiz
3. CHAPTER 3
   1. 3주차 소개
   1. Parallel Processing for DNN using SIMD and Vector Processing
   1. Computing for DNNs and an Introduction to RISC-V
   1. Vector Processing using RISC-V with Vector Extension
   1. Chapter9 Quiz
4. CHAPTER 4
   1. 4주차 소개
   1. Matrix Multiplication
   1. Matrix Multiplication using ARM SIMD Instructions
   1. Introduction to Systolic Array Architectures
   1. Chapter10 Quiz
5. CHAPTER 5
   1. 5주차 소개
   1. DNN Accelerator for Training and Inference
   1. Google TPU Machines
   1. Eyeriss and Eyeriss v2 Architectures
   1. Chapter11 Quiz
6. CHAPTER 6
   1. 6주차 소개
   1. Hardware Logic for Addition
   1. Hardware Logic for Multiplication
   1. A Combinational Logic Design for Fast Multiply-Accumulate
   1. Chapter12 Quiz
7. CHAPTER 7
   1. 7주차 소개
   1. Review Part 1
   1. Review Part 2
8. CHAPTER 8
   1. Final Exam

교재: 교재 없음 (강의노트 제공)