Ultra Low-latency, Low-area Inference Accelerators using Heterogeneous Deep Quantization with QKeras and hls4ml. - Claudionor José Nunes Coelho Jr.; Aki Kuusela; Hao Zhuang 003; Thea Aarrestad; Vladimir Loncar; Jennifer Ngadiuba; Maurizio Pierini; Sioni Summers (CoRR, 2020)

Automatic heterogeneous quantization of deep neural networks for low-latency inference on the edge for particle detectors. - Claudionor José Nunes Coelho Jr.; Aki Kuusela; Shan Li; Hao Zhuang 003; Jennifer Ngadiuba; Thea Klaeboe Aarrestad; Vladimir Loncar; Maurizio Pierini; Adrian Alan Pol; Sioni Summers (Nat. Mach. Intell., 2021)