Artículo
FPGA Hardware Acceleration of Monte Carlo Simulations for the Ising Model
Ortega Zamorano, Francisco; Montemurro, Marcelo Alejandro; Cannas, Sergio Alejandro
; Jerez, José M.; Franco, Leonardo
![Icon](/themes/CONICETDigital/images/conicet.png)
Fecha de publicación:
09/2016
Editorial:
IEEE Computer Society
Revista:
Ieee Transactions On Parallel And Distributed Systems
ISSN:
1045-9219
Idioma:
Inglés
Tipo de recurso:
Artículo publicado
Clasificación temática:
Resumen
A two-dimensional Ising model with nearest-neighbors ferromagnetic interactions is implemented in a Field Programmable Gate Array (FPGA) board. Extensive Monte Carlo simulations were carried out using an efficient hardware representation of individual spins and a combined global-local LFSR random number generator. Consistent results regarding the descriptive properties of magnetic systems, like energy, magnetization and susceptibility are obtained while a speed-up factor of approximately six times is achieved in comparison to previous FPGA-based published works and almost 104 times in comparison to a standard CPU simulation. A detailed description of the logic design used is given together with a careful analysis of the quality of the random number generator used. The obtained results confirm the potential of FPGAs for analyzing the statistical mechanics of magnetic systems.
Archivos asociados
Licencia
Identificadores
Colecciones
Articulos(IFEG)
Articulos de INST.DE FISICA ENRIQUE GAVIOLA
Articulos de INST.DE FISICA ENRIQUE GAVIOLA
Citación
Ortega Zamorano, Francisco; Montemurro, Marcelo Alejandro; Cannas, Sergio Alejandro; Jerez, José M.; Franco, Leonardo; FPGA Hardware Acceleration of Monte Carlo Simulations for the Ising Model; IEEE Computer Society; Ieee Transactions On Parallel And Distributed Systems; 27; 9; 9-2016; 2618-2627
Compartir
Altmétricas