This book introduces PYNQ, a Python-based framework from Xilinx® that makes it easier for users to build electronic systems on Xilinx platforms. The book covers the architecture of PYNQ, the design tools and methods, software and hardware design approach, as well as rich experiment cases on communications, multimedia, and deep learning. This book serves as a useful guide for those getting starting with, or working with PYNQ and enables the learners to have a thorough understanding of the hardware/software co-design approaches in the area of the communication, multimedia, and other information system components.
This book is organized based on the teaching materials of “hardware comprehensive experiments” which is an experimental course in BUPT, for both undergraduate and graduate students, and domestic and international students. This course has more than ten years of teaching experience and has taught hundreds of students.
Author(s): Songlin Sun, Jiaqi Zou, Zixuan Zou, Shaokang Wang
Series: SpringerBriefs in Applied Sciences and Technology
Publisher: Springer
Year: 2023
Language: English
Pages: 83
City: Singapore
Preface
Contents
PYNQ Introduction
What's PYNQ?
PYNQ Background
PYNQ Architecture
PYNQ Overlays
Jupyter Notebook
Notebook Basics
Overview of the Notebook UI
Running Code
PYNQ Get Started
References
PYNQ HelloWorld: Image Resizing
Principle of Image Resizing Algorithm
Image Resizing Using PS
Principle of Hardware Acceleration
Image Resizing Using PL
References
Digital Signal Processing Experiment on PYNQ
Time Frequency Analysis of Audio Signal
Design of a FIR Filter
References
Basic Communication Experiment on PYNQ
Modulation and Demodulation (BPSK, QPSK, QAM)
Comprehensive Experiment—Design of OFDM Communication System
References
Neural Network Experiment on PYNQ
MNIST Handwritten Numeral Recognition Based on CNN
Software Section
Hardware Section
Hardware and Software Collaboration
Demo
Video Super Resolution Based on PYNQ
Software Section
Running Results
Reference
