IEEE

Assessing Noise Effects on UAV Classification Accuracy With Deep Learning and FPGA Real ...

Abstract: The increasing use of unmanned aerial vehicles (UAVs) highlights the need for robust classification systems. This study explores the impact of noise on UAV classification accuracy using ...
IEEE

XPNet: Cross-FPGA Power Prediction from High Level Language Code

Abstract: Machine learning (ML) has been successfully employed to estimate power consumption for FPGAs using features derived from the results of High Level Synthesis (HLS). However, such models ...