ROSSI, FEDERICO Statistiche
ROSSI, FEDERICO
DIPARTIMENTO DI INGEGNERIA DELL'INFORMAZIONE
Evaluation of AI and Video Computing Applications on Multiple Heterogeneous Architectures
2024-01-01 Rossi, Federico; Mugnaini, Giacomo; Saponara, Sergio; Cavazzoni, Carlo; Sciarappa, Antonio
Speeding Up Non-archimedean Numerical Computations Using AVX-512 SIMD Instructions
2024-01-01 Fiaschi, Lorenzo; Rossi, Federico; Cococcioni, Marco; Saponara, Sergio
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.
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.
Vectorizing posit operations on RISC-V for faster deep neural networks: experiments and comparison with ARM SVE
2021-01-01 Cococcioni, Marco; Rossi, Federico; Ruffaldi, Emanuele; Saponara, Sergio
A Fast Approximation of the Hyperbolic Tangent When Using Posit Numbers and Its Application to Deep Neural Networks
2020-01-01 Cococcioni, M.; Rossi, F.; Ruffaldi, E.; Saponara, S.
A Novel Posit-based Fast Approximation of ELU Activation Function for Deep Neural Networks
2020-01-01 Cococcioni, M.; Rossi, F.; Ruffaldi, E.; Saponara, S.
Fast approximations of activation functions in deep neural networks when using posit arithmetic
2020-01-01 Cococcioni, M.; Rossi, F.; Ruffaldi, E.; Saponara, S.
Fast deep neural networks for image processing using posits and ARM scalable vector extension
2020-01-01 Cococcioni, M.; Rossi, F.; Ruffaldi, E.; Saponara, S.
Novel Arithmetics to Accelerate Machine Learning Classifiers in Autonomous Driving Applications
2019-01-01 Cococcioni, Marco; Rossi, Federico; Ruffaldi, Emanuele; Saponara, Sergio