ROSSI, FEDERICO Statistiche
ROSSI, FEDERICO
DIPARTIMENTO DI INGEGNERIA DELL'INFORMAZIONE
Decoding-Free Two-Input Arithmetic for Low-Precision Real Numbers
2023-01-01 Gustafson, J. L.; Cococcioni, M.; Rossi, F.; Ruffaldi, E.; 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.
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
A Lightweight Posit Processing Unit for RISC-V Processors in Deep Neural Network Applications
2021-01-01 Cococcioni, M; 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.