LogicNets vs. ULEEN : Comparing two novel high throughput edge ML inference techniques on FPGA - Nag, Shashank; Susskind, Zachary; Arora, Aman; Bacellar, Alan T. L.; Dutra, Diego L. C.; Miranda, Igor D. S.; Kailas, Krishnan; John, Eugene B.; Breternitz, Mauricio; Lima, Priscila M. V.; Franca, Felipe M. G.; John, Lizy K. (Conference proceedings : Midwest Symposium on Circuits and Systems, 2024)
Keywords: Accuracy; Computational modeling; Computer architecture; Deep Neural Networks; Edge ML; FPGA; High Throughput; Image edge detection; LogicNets; Low Energy; Machine learning; Neurons; Throughput; ULEEN; Weightless Neural Networks