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HDL Code Generation from MATLAB Applications

Generate HDL code for deployment on desktop or embedded targets

Use Deep Learning HDL Toolbox™ together with Deep Learning Toolbox™ to generate HDL code for pretrained networks. You can deploy the generated HDL code on Intel® and Xilinx® FPGA and SoC devices.

Classes

dlhdl.WorkflowConfigure deployment workflow for deep learning neural network
dlhdl.TargetConfigure interface to target board for workflow deployment

Topics

Overview

Supported Networks, Layers, Boards, and Tools (Deep Learning HDL Toolbox)

Pretrained deep learning networks and network layers for which code can be generated by Deep Learning HDL Toolbox.

Applications

Get Started with Deep Learning FPGA Deployment on Intel Arria 10 SoC (Deep Learning HDL Toolbox)

This example shows how to create, compile, and deploy a dlhdl.Workflow object that has a handwritten character detection series network object by using the Deep Learning HDL Toolbox™ Support Package for Intel FPGA and SoC.

Defect Detection (Deep Learning HDL Toolbox)

This example shows how to deploy a custom trained series network to detect defects in objects such as hexagon nuts.