3 papers
cs.NE2025
Emergent representations in networks trained with the Forward-Forward algorithm
Niccolò Tosato, Lorenzo Basile, Emanuele Ballarin +3
The Backpropagation algorithm has often been criticised for its lack of biological realism. In an attempt to find a more biologically plausible alternative, the recently introduced…
cs.DC2024
EfiMon: A Process Analyser for Granular Power Consumption Prediction
Luis G. León-Vega, Niccolò Tosato, Stefano Cozzini
High-performance computing (HPC) and supercomputing are critical in Artificial Intelligence (AI) research, development, and deployment. The extensive use of supercomputers for trai…
cs.DC2024
A Comprehensive Analysis of Process Energy Consumption on Multi-Socket Systems with GPUs
Luis G. León-Vega, Niccolò Tosato, Stefano Cozzini
Robustly estimating energy consumption in High-Performance Computing (HPC) is essential for assessing the energy footprint of modern workloads, particularly in fields such as Artif…