ONNX-to-Hardware Design Flow for Adaptive Neural-Network Inference on FPGAs

Federico Manca, Francesco Ratto, Francesca Palumbo

The challenges involved in executing neural networks (NNs) at the edge include providing diversity, flexibility, and sustainability. That implies, for instance, supporting evolving…