Publication-ready NN-architecture schematics.

Machine learning on FPGAs using HLS

Online Graph Building on FPGAs for Machine Learning Trigger Applications in Particle Physics

Pytorch implementation of the HLS4ML 3 Layer Jet Tagging model, including a standard Pytorch (float) and a Quantized (via Xilinx's Brevitas library) implementation. designed for use with the HLS4ML…

QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

Brevitas: neural network quantization in PyTorch