Detail publikačního výsledku

Acceleration of pulse sequence simulation for proton mr spectroscopic fingerprinting by paralell computation

Venglovskyi Iurii

Originální název

Acceleration of pulse sequence simulation for proton mr spectroscopic fingerprinting by paralell computation

Anglický název

Acceleration of pulse sequence simulation for proton mr spectroscopic fingerprinting by paralell computation

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

In this work, we presented possibility of using Python to access GPU through CUDA with CuPy open sourse library for acceleration of pulse sequence simulation. Magnetic resonance spectroscopy requiring massive prior data, such as dictionary preparation, fingerprinting or arificial-intelligence training. This GPU model is conceptualy very simple and offer kind of parallelism primitives

Anglický abstrakt

In this work, we presented possibility of using Python to access GPU through CUDA with CuPy open sourse library for acceleration of pulse sequence simulation. Magnetic resonance spectroscopy requiring massive prior data, such as dictionary preparation, fingerprinting or arificial-intelligence training. This GPU model is conceptualy very simple and offer kind of parallelism primitives

Klíčová slova

GPU computing, CPU, NMR spectroscopy, CUDA, hight-perfomance computing, power effieciency, CuPy, NUMBA, PyCUDA

Klíčová slova v angličtině

GPU computing, CPU, NMR spectroscopy, CUDA, hight-perfomance computing, power effieciency, CuPy, NUMBA, PyCUDA

Autoři

Venglovskyi Iurii

Rok RIV

2021

Vydáno

30.12.2020

Nakladatel

MAGNANIMITAS

Místo

Česká republika

ISBN

978-80-87952-33-7

Kniha

MMK 2020 MEZINÁRODNÍ MASARYKOVA KONFERENCE PRO DOKTORANDY A MLADÉ VĚDECKÉ PRACOVNÍKY

Strany od

1175

Strany do

1181

Strany počet

6

URL

https://www.vedeckekonference.cz/library/proceedings/mmk_2020.pdf

BibTex

@inproceedings{BUT168283,
  author="Iurii {Venglovskyi}",
  title="Acceleration of pulse sequence simulation for proton mr spectroscopic fingerprinting by paralell computation",
  booktitle="MMK 2020 MEZINÁRODNÍ MASARYKOVA KONFERENCE PRO DOKTORANDY A MLADÉ VĚDECKÉ PRACOVNÍKY",
  year="2020",
  pages="1175--1181",
  publisher="MAGNANIMITAS",
  address="Česká republika",
  isbn="978-80-87952-33-7",
  url="https://www.vedeckekonference.cz/library/proceedings/mmk_2020.pdf"
}