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E315: Digital Design with FPGAs

Project X: accelerating neural network on a Xilinx FPGA

The code is programmed for the Digilent PYNQ-Z1.

  • Project_X_V6/ holds the jupyter notebooks for training and running the NN prediction. This code was largely not written by me, except Inference_Large.ipynb and the verilog/ folder.
  • vivado_project/ holds the vivado project used to generate the bitstream for the PYNQ-Z1 board.
  • report.pdf has a thorough explanation of my steps and logic to approaching the project.