Zobrazeno 1 - 10
of 144
pro vyhledávání: '"Cococcioni, Marco"'
Autor:
Fiaschi, Lorenzo, Cococcioni, Marco
This work proposes a novel approach to the deep hierarchical classification task, i.e., the problem of classifying data according to multiple labels organized in a rigid parent-child structure. It consists in a multi-output deep neural network equipp
Externí odkaz:
http://arxiv.org/abs/2409.16956
Autor:
Rossi, Federico, Cococcioni, Marco, Ibàñez, Roger Ferrer, Labarta, Jesùs, Mantovani, Filippo, Casas, Marc, Ruffaldi, Emanuele, Saponara, Sergio
As recently demonstrated, Deep Neural Networks (DNN), usually trained using single precision IEEE 754 floating point numbers (binary32), can also work using lower precision. Therefore, 16-bit and 8-bit compressed format have attracted considerable at
Externí odkaz:
http://arxiv.org/abs/2309.07158
By exploiting the modular RISC-V ISA this paper presents the customization of instruction set with posit\textsuperscript{\texttrademark} arithmetic instructions to provide improved numerical accuracy, well-defined behavior and increased range of repr
Externí odkaz:
http://arxiv.org/abs/2308.03425
Publikováno v:
In Engineering Applications of Artificial Intelligence November 2024 137 Part B
Autor:
Fiaschi, Lorenzo, Cococcioni, Marco
Publikováno v:
Mathematics, 10(23):4536, 2022
This work presents a generalized implementation of the infeasible primal-dual Interior Point Method (IPM) achieved by the use of non-Archimedean values, i.e., infinite and infinitesimal numbers. The extended version, called here non-Archimedean IPM (
Externí odkaz:
http://arxiv.org/abs/2110.15658
Autor:
Cococcioni, Marco, Cudazzo, Alessandro, Fiaschi, Lorenzo, Pappalardo, Massimo, Sergeyev, Yaroslav D.
Publikováno v:
In Communications in Nonlinear Science and Numerical Simulation February 2024 129
Autor:
Cococcioni, Marco, Fiaschi, Lorenzo
Publikováno v:
In Applied Mathematics and Computation 1 February 2025 486
Publikováno v:
In Neural Networks May 2023 162:531-540
Autor:
Fiaschi, Lorenzo, Cococcioni, Marco
Publikováno v:
International Journal of Unconventional Computing, 2018
Prisoner's Dilemma (PD) is a widely studied game that plays an important role in Game Theory. This paper aims at extending PD Tournaments to the case of infinite, finite or infinitesimal payoffs using Sergeyev's Infinity Computing (IC). By exploiting
Externí odkaz:
http://arxiv.org/abs/1808.00738
Publikováno v:
International Journal of Applied Mathematics and Computer Science, Vol 32, Iss 1, Pp 65-80 (2022)
Alpha-Theory was introduced in 1995 to provide a simplified version of Robinson’s non-standard analysis which overcomes the technicalities of symbolic logic. The theory has been improved over the years, and recently it has been used also to solve p
Externí odkaz:
https://doaj.org/article/a711b97dd5154b42877e8d858b8511f0