ROSSI, FEDERICO Statistiche
ROSSI, FEDERICO
DIPARTIMENTO DI INGEGNERIA DELL'INFORMAZIONE
Statistical Model Checking of a Dynamic Vehicle Platoon
2026-01-01 Bernardeschi, C.; Fagiolini, A.; Lettieri, G.; Pagani, D.; Rossi, F.
Verifying Robustness of Neural Networks in Vision-Based End-to-End Autonomous Driving
2025-01-01 Bernardeschi, Cinzia; Lami, Giuseppe; Merola, Francesco; Rossi, Federico
Edge HPC Architectures for AI-Based Video Surveillance Applications
2024-01-01 Rossi, Federico; Saponara, Sergio
Evaluation of AI and Video Computing Applications on Multiple Heterogeneous Architectures
2024-01-01 Rossi, Federico; Mugnaini, Giacomo; Saponara, Sergio; Cavazzoni, Carlo; Sciarappa, Antonio
Formal Methods for Attack Detection in Autonomous Driving Systems: The FORESEEN Project
2024-01-01 Bernardeschi, C.; Lettieri, G.; Vivani, A.; Bechini, A.; Vecchio, A.; Rossi, F.; Quadri, C.; Galdeman, A.; Fagiolini, A.; Pedone, S.; Santone, A.; Nardone, V.; Mercaldo, F.; Correra, S.; Varriano, G.
Neural networks in closed-loop systems: Verification using interval arithmetic and formal prover
2024-01-01 Rossi, Federico; Bernardeschi, Cinzia; Cococcioni, Marco
Speeding Up Non-archimedean Numerical Computations Using AVX-512 SIMD Instructions
2024-01-01 Fiaschi, Lorenzo; Rossi, Federico; Cococcioni, Marco; Saponara, Sergio
Statistical Model Checking of Cooperative Autonomous Driving Systems
2024-01-01 Bernardeschi, Cinzia; Lettieri, Giuseppe; Rossi, Federico
Towards Formal Verification of Neural Networks in Cyber-Physical Systems
2024-01-01 Rossi, Federico; Bernardeschi, Cinzia; Cococcioni, Marco; Palmieri, Maurizio
Decoding-Free Two-Input Arithmetic for Low-Precision Real Numbers
2023-01-01 Gustafson, J. L.; Cococcioni, M.; Rossi, F.; Ruffaldi, E.; Saponara, S.
Design and FPGA Synthesis of BAN Processing Unit for Non-Archimedean Number Crunching
2023-01-01 Rossi, F.; Fiaschi, L.; Cococcioni, M.; Saponara, S.
Dynamic Power Consumption of the Full Posit Processing Unit: Analysis and Experiments
2023-01-01 Piccoli, M.; Zoni, D.; Fornaciari, W.; Massari, G.; Cococcioni, M.; Rossi, F.; Saponara, S.; Ruffaldi, E.
Innovative arithmetics for efficient DNN computing: HW and SW solutions and their integration in RISC-V platforms
2023-01-01 Rossi, Federico
Training Neural Networks in Cyber-Physical Systems using Design Space Exploration and Co-Simulation
2023-01-01 Bernardeschi, C.; Cococcioni, M.; Palmieri, M.; Rossi, F.
A Lightweight Posit Processing Unit for RISC-V Processors in Deep Neural Network Applications
2022-01-01 Cococcioni, M; Rossi, Federico; Ruffaldi, Emanuele; Saponara, Sergio
Experimental Results of Vectorized Posit-Based DNNs on a Real ARM SVE High Performance Computing Machine
2022-01-01 Cococcioni, M.; Rossi, F.; Ruffaldi, E.; Saponara, S.
Small Reals Representations for Deep Learning at the Edge: A Comparison
2022-01-01 Cococcioni, Marco; Rossi, Federico; Ruffaldi, Emanuele; Saponara, Sergio
Faster deep neural network image processing by using vectorized posit operations on a RISC-V processor
2021-01-01 Cococcioni, M.; Rossi, F.; Ruffaldi, E.; Saponara, S.
Faster deep neural network image processing by using vectorized posit operations on a RISC-V processor
2021-01-01 Cococcioni, M.; Rossi, F.; Ruffaldi, E.; Saponara, S.
Novel Arithmetics in Deep Neural Networks Signal Processing for Autonomous Driving: Challenges and Opportunities
2021-01-01 Cococcioni, M.; Rossi, F.; Ruffaldi, E.; Saponara, S.; De Dinechin, B. D.