Deploy a PyTorch neural network on FPGA using FINN and Brevitas. Full workflow from quantization aware training and ONNX export to hardware generation on Zynq with Vivado and Vitis.

Learn how to implement AXI DMA on Zynq FPGA with a hands-on FFT example. Full Vivado & Vitis walkthrough: hardware design, bare-metal firmware, and AXI Stream interfacing.

Learn how to build a custom AXI LED IP on Zynq from scratch. Full Vivado and Vitis walkthrough covering AXI Lite interface design, block diagrams, and bare-metal software on the Zynq PS.