FPGA(WangCong)
FPGA(WangCong)

FPGA(WangCong)

—–“The earth is round”

Congwang written in 2024

Cong Wang

  • Date of birth:09/1999
  • Contact number:19857243558
  • E-mail:404993749@qq.com
  • Education: Graduate student

Educational experience

2022/09-present           Huzhou University, Computer Technology

Major courses: Digital image processing, advanced algorithm programming and design, computer architecture, engineering matrix theory, data mining, deep learning

2018/09-2022/06    Sichuan University of Science and Technology Computer Science and Technology

Major courses: Digital Circuits, Principles and Applications of Microcontrollers, C Language, Data Structures, Python, Machine Learning, Pattern Recognition, Linear Algebra, etc. During the courses on Machine Learning and Pattern Recognition, I gained experience in model training using TensorFlow and PyTorch.

Participated in the National College Student Mathematical Modeling Competition in the sophomore year and won a second-class provincial award. I was responsible for programming in the team.

Initiated two provincial-level innovation and entrepreneurship projects in the junior year, and gained experience in data processing and analysis using Python.

Major direction

FPGA-Based CNN Model Acceleration:

Learning Content:

Writing code using Quartus software and Verilog language.

Optimization methods for CNN networks, such as floating-point quantization and pruning.

FPGA internal structure and optimization of CNN models using FPGA (low power consumption, high parallelism, etc.).