2 papers
cs.LG2025
Leveraging Stochastic Depth Training for Adaptive Inference
Guilherme Korol, Antonio Carlos Schneider Beck, Jeronimo Castrillon
Dynamic DNN optimization techniques such as layer-skipping offer increased adaptability and efficiency gains but can lead to i) a larger memory footprint as in decision gates, ii)…
cs.AR2024
NoX: a Compact Open-Source RISC-V Processor for Multi-Processor Systems-on-Chip
Anderson I. Silva, Altamiro Susin, Fernanda L. Kastensmidt +2
IoT applications are one of the driving forces in making systems energy and power-efficient, given their resource constraints. However, because of security, latency, and transmissi…