Showing cs.ARShow all
3 papers · 1 filter
cs.AR2026
Enhancing LUT-based Deep Neural Networks Inference through Architecture and Connectivity Optimization
Binglei Lou, Ruilin Wu, Philip Leong
Deploying deep neural networks (DNNs) on resource-constrained edge devices such as FPGAs requires a careful balance among latency, power, and hardware resource usage, while maintai…
cs.AR2025
AMD Versal Implementations of FAM and SSCA Estimators
Carol Jingyi Li, Ruilin Wu, Philip H. W. Leong
Cyclostationary analysis is widely used in signal processing, particularly in the analysis of human-made signals, and spectral correlation density (SCD) is often used to characteri…
cs.AR2025
SparseLUT: Sparse Connectivity Optimization for Lookup Table-based Deep Neural Networks
Binglei Lou, Ruilin Wu, Philip Leong
The deployment of deep neural networks (DNNs) on resource-constrained edge devices such as field-programmable gate arrays (FPGAs) requires a careful balance of latency, power, and…