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Marco Cococcioni
Marco Cococcioni
Associate Professor, Department of Information Engineering (University of Pisa)
Verifisert e-postadresse på iet.unipi.it - Startside
Tittel
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Photonic Neural Networks: a Survey
L De Marinis, M Cococcioni, P Castoldi, N Andriolli
IEEE Access, https://www.doi.org/10.1109/ACCESS.2019.2957245, 2019
1482019
A Pareto-based multi-objective evolutionary approach to the identification of Mamdani fuzzy systems
M Cococcioni, P Ducange, B Lazzerini, F Marcelloni
Soft Computing 11 (11), 1013-1031, 2007
1412007
Lexicographic multi-objective linear programming using grossone methodology: Theory and algorithm
M Cococcioni, M Pappalardo, YD Sergeyev
Applied Mathematics and Computation 318, 298-311, 2018
1142018
24-hour-ahead forecasting of energy production in solar PV systems
M Cococcioni, E D'Andrea, B Lazzerini
2011 11th International Conference on Intelligent Systems Design and …, 2011
1042011
The Big-M Method with the Numerical Infinite M
M Cococcioni, L Fiaschi
Optimization Letters 15, 2455–2468, 2021
1022021
Robust diagnosis of rolling element bearings based on classification techniques
M Cococcioni, B Lazzerini, S Volpi
IEEE Transactions on Industrial Informatics 9 (4), 2256-2263, 2013
922013
Solving the Lexicographic Multi-Objective Mixed-Integer Linear Programming Problem using Branch-and-Bound and Grossone Methodology
M Cococcioni, A Cudazzo, M Pappalardo, YD Sergeyev
Communications in Nonlinear Science and Numerical Simulation 84, 105177, 2020
632020
Novel Arithmetics in Deep Neural Networks Signal Processing for Autonomous Driving: Challenges and Opportunities
M Cococcioni, F Rossi, E Ruffaldi, S Saponara, B De Dinechin
IEEE Signal Processing Magazine 37 (4), 2021
472021
Exploiting Posit Arithmetic for Deep Neural Networks in Autonomous Driving Applications
M Cococcioni, E Ruffaldi, S Saponara
in Proc. of 3rd IEEE Automotive Conference 2018, Milan (Italy), 2018
452018
On reducing computational overhead in multi-objective genetic Takagi-Sugeno fuzzy systems
M Cococcioni, B Lazzerini, F Marcelloni
Applied Soft Computing 11 (1), 675-688, 2011
432011
A Lightweight Posit Processing Unit for RISC-V Processors in Deep Neural Network Applications
M Cococcioni, F Rossi, E Ruffaldi, S Saponara
IEEE Transactions on Emerging Topics in Computing 10 (4), 1898-1908, 2022
422022
Solving Mixed Pareto-Lexicographic Multi-Objective Optimization Problems: The Case of Priority Chains
L Lai, L Fiaschi, M Cococcioni
Swarm and Evolutionary Computation 55, 100687, 2020
392020
Fast approximations of activation functions in deep neural networks when using posit arithmetic
M Cococcioni, F Rossi, E Ruffaldi, S Saponara
Sensors 20 (5), 1515, 2020
392020
Numerical Asymptotic Results in Game Theory Using Sergeyev's Infinity Computing
L Fiaschi, M Cococcioni
International Journal of Unconventional Computing 14, 1-25, 2018
352018
SVME: an ensemble of support vector machines for detecting oil spills from full resolution MODIS images
M Cococcioni, L Corucci, A Masini, F Nardelli
Ocean Dynamics 62, 449-467, 2012
332012
Photonic-Aware Neural Networks
E Paolini, L De Marinis, M Cococcioni, L Valcarenghi, L Maggiani, ...
Neural Computing and Applications 34 (18), 15589-15601, 2022
322022
Photonic Integrated Reconfigurable Linear Processors as Neural Network Accelerators
L De Marinis, M Cococcioni, O Liboiron-Ladouceur, G Contestabile, ...
Applied Sciences 11 (6232), 2021
312021
Fast Deep Neural Networks for Image Processing using Posits and ARM Scalable Vector Extension
M Cococcioni, F Rossi, E Ruffaldi, S Saponara
Journal of Real-Time Image Processing, 2020
302020
Mission planning and decision support for underwater glider networks: A sampling on-demand approach
G Ferri, M Cococcioni, A Alvarez
Sensors 16 (1), 28, 2015
302015
One day-ahead forecasting of energy production in solar photovoltaic installations: An empirical study
M Cococcioni, E D'Andrea, B Lazzerini
Intelligent Decision Technologies 6 (3), 197-210, 2012
302012
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Artikler 1–20