https://github.com/ianchen0119/advanced-fpga-design
109-2 NTUT EE Course
https://github.com/ianchen0119/advanced-fpga-design
Last synced: 25 days ago
JSON representation
109-2 NTUT EE Course
- Host: GitHub
- URL: https://github.com/ianchen0119/advanced-fpga-design
- Owner: ianchen0119
- Created: 2021-02-25T13:54:59.000Z (over 4 years ago)
- Default Branch: master
- Last Pushed: 2021-05-06T09:17:17.000Z (about 4 years ago)
- Last Synced: 2025-02-16T22:42:47.695Z (4 months ago)
- Language: C++
- Size: 10.8 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Advanced-FPGA-Design
> 109-2 NTUT EE Course
## Description
This course teaches FPGA programming, hardware system design, and how to implement and accelerate Deep Learning Algorithms on FPGA. The syllabus is shown below: 1. Xilinx & Vivado IDE 2. High-level Synthesis (HLS) & SystemC 3. Finite Impulse Response (FIR) Filters 4. Discrete Fourier Transform & Fast Fourier Transform 5. Matrix Multiplication 6. Prefix Sum and Histogram 7. Video Systems 8. Deep Learning Implementation on FPGA 9. Pruning & Quantization 10. Object Detection on FPGA.
[course website](https://aps.ntut.edu.tw/course/tw/Curr.jsp?format=-2&code=3604169)
[AIoTLab](http://www.aiotlab.org/teaching/fpga.html)
## Lab
[Lab0](https://github.com/ianchen0119/Advanced-FPGA-Design/tree/master/Lab0)