Machine Learning on FPGAs: Circuit Architecture and FPGA Implementation
Lecture 3 of the project to implement a small neural network on an FPGA. We derive the architecture of the FPGA circuit from the structure of the neural network. Then we implement it in VHDL and perform hardware verification on a remote lab.
Please note: At minute 5:00 it should be "binary places" not "decimal places".
Project Homepage: http://www.h-brs.de/fpga-vision-lab
Source Code available at: https://github.com/Marco-Winzker/NN_RGB_FPGA
Видео Machine Learning on FPGAs: Circuit Architecture and FPGA Implementation канала Marco Winzker
Please note: At minute 5:00 it should be "binary places" not "decimal places".
Project Homepage: http://www.h-brs.de/fpga-vision-lab
Source Code available at: https://github.com/Marco-Winzker/NN_RGB_FPGA
Видео Machine Learning on FPGAs: Circuit Architecture and FPGA Implementation канала Marco Winzker
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
Machine Learning on FPGAs: IntroductionDriving a VGA Display?! Getting started with an FPGA! (TinyFPGA)Image Processing with Terasic FPGA-BoardsThe AI Hardware ProblemHow To Create First Xilinx FPGA Project? | Xilinx FPGA Programming TutorialsSoldering Crash Course: Basic Techniques, Tips and Advice!Artificial intelligence and algorithms: pros and cons | DW Documentary (AI documentary)FPGA Audio Synthesizer final projectWhat is an FPGA (Field Programmable Gate Array)? | FPGA ConceptsXilinx Kria Makes FPGA Accelerated AI Video Available in MinutesOpen-Source FPGA tools, how and why?Live Coding A Machine Learning Model from Scratch (Google I/O'19)Machine Learning For Embedded Applications on FPGAs - Nick Fraser, XilinxPython HOW TO structure a Beginner OR Advanced Projects ?FPGA Vision - Lane DetectionUnderstanding Timing Analysis in FPGAsEfficient hardware implementation of deep neural network processing Marian VerhelstBio-inspired Computing with Memristors35C3 - SymbiFlow - Finally the GCC of FPGAs!FPGA Dev Live Stream: FPGA board bring-up and testing of high-speed serializers