ROSSI, FEDERICO Statistiche

ROSSI, FEDERICO  

DIPARTIMENTO DI INGEGNERIA DELL'INFORMAZIONE  

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Titolo Data di pubblicazione Autore(i) File
Experimental Results of Vectorized Posit-Based DNNs on a Real ARM SVE High Performance Computing Machine 1-gen-2022 Cococcioni, M.; Rossi, F.; Ruffaldi, E.; Saponara, S.
A Fast Approximation of the Hyperbolic Tangent When Using Posit Numbers and Its Application to Deep Neural Networks 1-gen-2020 Cococcioni, M.; Rossi, F.; Ruffaldi, E.; Saponara, S.
Fast approximations of activation functions in deep neural networks when using posit arithmetic 1-gen-2020 Cococcioni, M.; Rossi, F.; Ruffaldi, E.; Saponara, S.
Fast deep neural networks for image processing using posits and ARM scalable vector extension 1-gen-2020 Cococcioni, M.; Rossi, F.; Ruffaldi, E.; Saponara, S.
Faster deep neural network image processing by using vectorized posit operations on a RISC-V processor 1-gen-2021 Cococcioni, M.; Rossi, F.; Ruffaldi, E.; Saponara, S.
Faster deep neural network image processing by using vectorized posit operations on a RISC-V processor 1-gen-2021 Cococcioni, M.; Rossi, F.; Ruffaldi, E.; Saponara, S.
A Lightweight Posit Processing Unit for RISC-V Processors in Deep Neural Network Applications 1-gen-2021 Cococcioni, M; Rossi, Federico; Ruffaldi, Emanuele; Saponara, Sergio
Novel Arithmetics in Deep Neural Networks Signal Processing for Autonomous Driving: Challenges and Opportunities 1-gen-2021 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 1-gen-2021 Cococcioni, M.; Rossi, F.; Ruffaldi, E.; Saponara, S.; De Dinechin, B. D.
A Novel Posit-based Fast Approximation of ELU Activation Function for Deep Neural Networks 1-gen-2020 Cococcioni, M.; Rossi, F.; Ruffaldi, E.; Saponara, S.
Small reals representations for Deep Learning at the edge: a comparison 1-gen-2022 Cococcioni, Marco; Rossi, Federico; Ruffaldi, Emanuele; Saponara, Sergio
Vectorizing posit operations on RISC-V for faster deep neural networks: experiments and comparison with ARM SVE 1-gen-2021 Cococcioni, Marco; Rossi, Federico; Ruffaldi, Emanuele; Saponara, Sergio