Digital design with FPGAs
Offered By: St. Petersburg State Polytechnic University via Coursera
Course Description
Overview
Welcome to the Digital design with FPGAs course! We are glad to see you as a student of our course!
The course will be of interest to a wide audience: undergraduate and graduate students in the field of digital signal processing and the development of digital devices, specialists who plan to start developing digital devices.
The FPGAs are extremely powerful to implement computationally demanding algorithms. Gigabits per second broadband signal processing for 5G systems, cryptography, hash generation, radar applications and ASIC prototyping - all the industry areas, where high computational load is present are subjects to apply FPGAs.
In this course you will start from the very basics of digital design and then in parallel (as supposed by the parallel nature of FPGAs) will improve the skills in theory, language (VHDL), IDE features and digital signal processing implementation. The course includes theory and labs on basic combinatorial and sequential logic, examples of various approaches for DSP algorithms implementation, techniques for high speed or low area development, design analysis tools and best coding practices.
In the learning process, you:
— Learn the basic theory of digital devices
— Learn VHDL language for FPGA programming
— Learn how to work with Vivado IDE
— Get practical skills for FPGA programming
The course will be of interest to a wide audience: undergraduate and graduate students in the field of digital signal processing and the development of digital devices, specialists who plan to start developing digital devices.
The FPGAs are extremely powerful to implement computationally demanding algorithms. Gigabits per second broadband signal processing for 5G systems, cryptography, hash generation, radar applications and ASIC prototyping - all the industry areas, where high computational load is present are subjects to apply FPGAs.
In this course you will start from the very basics of digital design and then in parallel (as supposed by the parallel nature of FPGAs) will improve the skills in theory, language (VHDL), IDE features and digital signal processing implementation. The course includes theory and labs on basic combinatorial and sequential logic, examples of various approaches for DSP algorithms implementation, techniques for high speed or low area development, design analysis tools and best coding practices.
In the learning process, you:
— Learn the basic theory of digital devices
— Learn VHDL language for FPGA programming
— Learn how to work with Vivado IDE
— Get practical skills for FPGA programming
Syllabus
- Module 1. Combinational logic
- In this part we consider the basic building blocks for logic functions implementation: various combinational logic. Also we start with VHDL language key syntax constructions and perform 4 labs with Xilinx FPGA Artix7, using Vivado IDE.
- Module 2. Sequential logic
- In this part we introduce basic storage elements, which allow to create sequential logic blocks and finally - any synchronous digital device. We continue learning VHDL syntax constructs. Four labs more appear in this part.
- Module 3. Fixed-point and floating-point numbers
- In this part fixed- and floating-point numbers representation and operations on them are considered. This is important for deeper understanding on what goes with numbers inside FPGA. Two labs and more VHDL syntax constructs appear in this part too.
- Module 4. FPGA specific
- In this part we have deeper view on the processes, which occur inside FPGAs. We consider several advanced topics about static timing analysis, metastability, resetes and overall performance and resource consumption. Finally we summarise with general ideas about development for FPGAs. We also have two final labs here.
Taught by
Coursera QA Team and Andrey Rashich
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