FINNAS: FINN-Guided Hardware-Aware NAS and Pruning for FPGA Jet Substructure Classification

Eva Chauffour, Changhong Li, Georgios Floros +1

FPGAs are well suited to deploying quantised neural networks (QNNs) under strict accuracy, latency, and resource constraints; however, identifying efficient model-accelerator combi…