Marta Andronic

CascadeLUT: Information-Ordered Streaming Inference for Bandwidth-Constrained FPGAs

This work presents CascadeLUT, an information-structured inference framework organized around bandwidth constraints, where instead of buffering the full input, features are partitioned into ordered subsets and predictions are progressively refined as subsets arrive, enabling deterministic streaming inference without ru...