Forum Discussion

Altera_Forum's avatar
Altera_Forum
Icon for Honored Contributor rankHonored Contributor
7 years ago

OpenCL based Convolutional Neural Network template

Hello, Is anyone aware of OpenCL based CNN implementation on Altera FPGAs? I have looked into Intel Deep Learning Inference accelerator (https://software.intel.com/en-us/inference-engine-...
tirumal's avatar
tirumal
Icon for New Contributor rankNew Contributor
5 years ago

We recently developed a CNN accelerator based on the OpenCL framework. We used DE10 Nano based on Intel Cyclone V SoC FPGA for the implementation.

You can check out the entire design flow to implement the accelerator and the relevant codes in the following repository: https://github.com/tirumalnaidu/opencl-cnn-accelerator

For more technical information, refer to this presentation: Link