Publication detail

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

Venglovskyi Iurii

Original Title

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

Type

conference paper

Language

English

Original Abstract

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

Keywords

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

Authors

Venglovskyi Iurii

Released

30. 12. 2020

Publisher

MAGNANIMITAS

Location

Česká republika

ISBN

978-80-87952-33-7

Book

MMK 2020 MEZINÁRODNÍ MASARYKOVA KONFERENCE PRO DOKTORANDY A MLADÉ VĚDECKÉ PRACOVNÍKY

Pages from

1175

Pages to

1181

Pages count

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"
}