filmov
tv
Deep Learning on a Xilinx FPGA with MATLAB Code
![preview_player](https://i.ytimg.com/vi/-XppJgAZtA4/sddefault.jpg)
Показать описание
FPGA-based hardware is a good fit for deep learning inferencing on embedded devices because they deliver low latency and power consumption. Early prototyping is essential to developing a deep learning network that can be efficiently deployed to an FPGA.
See how Deep Learning HDL Toolbox™ automates FPGA prototyping of deep learning networks directly from MATLAB®. With a few lines of MATLAB code, you can deploy to and run inferencing on a Xilinx® ZCU102 FPGA board. This direct connection allows you to run deep learning inferencing on the FPGA as part of your application in MATLAB, so you can converge more quickly on a network that meets your system requirements.
--------------------------------------------------------------------------------------------------------
© 2020 The MathWorks, Inc. MATLAB and Simulink are registered trademarks of The MathWorks, Inc.
See how Deep Learning HDL Toolbox™ automates FPGA prototyping of deep learning networks directly from MATLAB®. With a few lines of MATLAB code, you can deploy to and run inferencing on a Xilinx® ZCU102 FPGA board. This direct connection allows you to run deep learning inferencing on the FPGA as part of your application in MATLAB, so you can converge more quickly on a network that meets your system requirements.
--------------------------------------------------------------------------------------------------------
© 2020 The MathWorks, Inc. MATLAB and Simulink are registered trademarks of The MathWorks, Inc.
Deep Learning on a Xilinx FPGA with MATLAB Code
Tutorial (ISFPGA'2021): Neural Network Accelerator Co-Design with FINN
Python on Zynq FPGA for Convolutional Neural Networks (Xilinx XOHW17 XIL-11000)
Xilinx Demonstration of Neural Network Acceleration Using Zynq UltraScale+
Machine Learning on FPGAs: Demonstration of HLS4ML Framework
Edge Machine Deep Learning on FPGA
Webinar Series on FPGA II Machine Learning with Xilinx Vitis AI and MPSoC FPGA - Recorded Session
Accelerating Deep Learning Models on Xilinx 7nm Versal Card
DeePhi Deep Learning Platforms: Powered by Xilinx
FZ3 deep learning accelerator card based on Xilinx Zynq UltraScale+ ZU3EG
Xilinx ALVEO™ Machine Learning Inference
Machine Learning For Embedded Applications on FPGAs - Nick Fraser, Xilinx
YVR18-335 Xilinx: AI on FPGA and ACAP Roadmap
Use MATLAB to Prototype Deep Learning on an Intel FPGA
Prototype and Adjust a Deep Learning Network on FPGA
AI Engine Architecture: Data Movement, Synchronization, Reconfiguration & Application Mapping
What's an FPGA?
Deconvolution Layer Processor Project Xilinx XOHW20-191
These Chips Are Better Than CPUs (ASICs and FPGAs)
Machine Learning on FPGAs: Sigmoid Function and Exercises
Deep learning accelerator for ADAS
Kees Vissers, Versal: New Xilinx Adaptive Compute Acceleration Platforms, Samsung Forum
FPGAs are (not) Good at Deep Learning [Invited]
Social distancing detection solution based on Machine Learning & FPGA
Комментарии