MSoC-HLS

MSoC-Application Acceleration with High-Level-Synthesis

Multimedia SoC Design with Specialization on Application Acceleration with High-Level-Synthesis [2020 Fall]

Table of Contents

1. About This Project
2. Final Projects
3. List of Improved Existing Projects
4. Directory Structure

About This Project

The project is a collection of final projects of the course EEE5029 "MSoC-Application Acceleration with High-Level-Synthesis" taught in the National Taiwan University Electrical Engineering Department. The section of "List of Improved Existing Projects" is a collection of students' self-paced projects. It improves on the existing open-source code.

Note: The platform used by the projects, include PYNQ-Z2, and Xilinx U50.

Final Projects

Topics	Authors	Slides
Reconstruction of Compressively Sensed Diagnostic Images Using HLS Solution	Ting-Yang Chen, Yu-Cheng Lin, I-Hsuan Liu	link
High level synthesis for Image Deblurring Processor	楊智翔, 舒泓諭, 董濟昀	link
Accelerate calculation of mel-frequency cepstral coefficients by HLS	林承德, 張俊堉, 蔡孟桓	link
Real-time 3D Rendering	team4	link
BNN – Binarized CNN	陳昱愷, 楊凱翔, 孫名志	link
Feature-Based Image Morphing Accelerator on PYNQ	Tang Lee, I-Ting Lin, Cheng-Yan Du	link
Coherent Plane-Wave Compounding using Delay-and-Sum Beamforming for Ultrasound B-mode Imaging on PYNQ	Yi-Lin Lo, Chen-Chien Kao, Yu-Chi Lee	link
Object detection accelerator in Xilinx PYNQ-z2	林哲嶔, 劉子傑, 黃紹軒	link
Digital Annealer	Cheng-Han Hsieh, Ting-Yi Wu	link
High Level Synthesis (HLS) and RTL Implementation in Pair-HMM Algorithm for Sequencing Data Analysis	Yi-Chung Wu, Yi-Yen Hsieh, Chung-Hsuan Yang	link
Image Stitching System Based on ORB Feature	team13	link
Heston Implementation for Zynq with Vivado HLS	陳柏帆, 張問寬	link
Gesture Recognition	張立昇, 蕭育任, 陳祈瑋	link
Key-enabled Secure Access and Execution Environment for Vehicles (KSAE)	王佐育, 葛顯峯, 石文緯	link
Signal filtering using Fractional Fourier Transform	team17	link
Deep Learning Inference Accelerator with CNNIOT	team18	link
YOLO：You Only Look Once	You-Huei Chen, Lian-Fu Shen, Bo-An Chen	link
Face Detection	林書辰, 徐觀, 劉家甫	link
Hyperspectral Unmixing	Yu-Chen Lo, Yu-Hsuan Tsai, Luen-Ming Shen	link

List of Improved Existing Projects

[pp4fpga] original project, from Kastnter pp4fpga text book

FIR

• FIR, by 🎓 yyhsieh
• FIR, by 🎓 tofumanjeff
• FIR, by 🎓 r08943112

CORDIC

• CORDIC, by 🎓 yyhsieh
• CORDIC, by 🎓 r08943112
• CORDIC, by 🎓 schuang23

DFT

• DFT, by 🎓 yyhsieh
• DFT, by 🎓 poyenchu
• DFT, by 🎓 shinyaowo1226

Sparse Matrix Vector

• Sparse Matrix Vector, by 🎓 r08943099
• Sparse Matrix Vector, by 🎓 r08943112
• Sparse Matrix Vector, by 🎓 r08943112

Matrix Multiplication

• Matrix Multiplication, by 🎓 r08943099
• Matrix Multiplication, by 🎓 r08943112
• Matrix Multiplication, by 🎓 schuang23

Prefix Sum and Histogram

• Prefix Sum and Histogram, by 🎓 guanhsu714
• Prefix Sum and Histogram, by 🎓 nodetibylno

[XAPP] original project, from Xilinx Application Note

• XAPP1170 - Floating Point Matrix Multiplication, by 🎓 tofumanjeff

• XAPP890 -Sobel Filter, by 🎓 sandy30538

[cornell] original project, from Cornell - ECE5775

• lab2: KNN-based digit recognition, by 🎓 r08943099

[xhls] original project, from Xilinx HLx Example

Vision - img_histEq

• Vision - img_histEq, by 🎓 k583230
• Vision - img_histEq, by 🎓 Shu-Chen-Lin

Vision - mpeg_forward

• Vision - mpeg_forward, by 🎓 siangyang
• Vision - mpeg_forward, by 🎓 shane5713

fir_example

• fir_example, by 🎓 tingyungchen
• fir_example, by 🎓 IHsuanLiu
• fir_example, by 🎓 Lin0611

fp_pid_contr (xapp1163)

• fp_pid_contr (xapp1163), by 🎓 ycjustin-mso

reed_solomon_erasure(xapp1273)

• reed_solomon_erasure(xapp1273), by 🎓 r08943112
• reed_solomon_erasure(xapp1273), by 🎓 whoami90506

atan2_cordic

• atan2_cordic, by 🎓 see1000see1000
• atan2_cordic, by 🎓 r08943112
• atan2_cordic, by 🎓 MRdudu156

fp_accum

• fp_accum, by 🎓 sandy30538
• fp_accum, by 🎓 Lin0611
• fp_accum, by 🎓 MRdudu156

sqrt_cordic

• sqrt_cordic, by 🎓 siangyang
• sqrt_cordic, by 🎓 tingyungchen
• sqrt_cordic, by 🎓 IHsuanLiu

Squared_difference_accumulate

• Squared_difference_accumulate, by 🎓 sandy30538
• Squared_difference_accumulate, by 🎓 r08943112
• Squared_difference_accumulate, by 🎓 MRdudu156

[xdesign] original project, from Xilinx HLS Design Examples

2D_convolution_with_linebuffer

• 2D_convolution_with_linebuffer, by 🎓 see1000see1000
• 2D_convolution_with_linebuffer, by 🎓 r08943112
• 2D_convolution_with_linebuffer, by 🎓 tingyungchen

dataflow_stable_content

• dataflow_stable_content, by 🎓 b04901060
• dataflow_stable_content, by 🎓 r08943112
• dataflow_stable_content, by 🎓 R09943156

linear_algebra

• linear_algebra, by 🎓 siangyang
• linear_algebra, by 🎓 shane5713

memory_porting_and_ii

• memory_porting_and_ii, by 🎓 r08943112
• memory_porting_and_ii, by 🎓 ian9435

[vitis] original project, from Xilinx Vitis Tutorial

• Bloom, by 🎓 whoami90506

Directory Structure

	
  |   README.md
  \---final-project
      \---repositories
          \---* (cloned repositories)
              .
              .
              .
      \---slides
          *.pptx
              .
              .
              .
  \---images
      logo.jpg