7 citations · 7 across the 9 of their papers we have counts for
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cs.AR2024★ 7 cited
fSEAD: a Composable FPGA-based Streaming Ensemble Anomaly Detection Library
Binglei Lou, David Boland, Philip H. W. Leong
Machine learning ensembles combine multiple base models to produce a more accurate output. They can be applied to a range of machine learning problems, including anomaly detection.…
cs.LG2024
PolyLUT-Add: FPGA-based LUT Inference with Wide Inputs
Binglei Lou, Richard Rademacher, David Boland +1
FPGAs have distinct advantages as a technology for deploying deep neural networks (DNNs) at the edge. Lookup Table (LUT) based networks, where neurons are directly modeled using LU…