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Course summary

  • Type MOOC course
  • Period Always open
  • Learning Time Study freely
  • Course approval method Automatic approval
  • Certificate Issue Online
http://www.edwith.org/hardware-systems-p2
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Instructor Introduction

  • 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.

Lecture plan

강의
  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

Additional Info

교재: 교재 없음 (강의노트 제공)