Acceleration of Biomedical Image Processing with Dataflow on FPGAs

Acceleration of Biomedical Image Processing with Dataflow on FPGAs
Author :
Publisher : CRC Press
Total Pages : 229
Release :
ISBN-10 : 9781000795639
ISBN-13 : 1000795632
Rating : 4/5 (39 Downloads)

Book Synopsis Acceleration of Biomedical Image Processing with Dataflow on FPGAs by : Frederik Grüll

Download or read book Acceleration of Biomedical Image Processing with Dataflow on FPGAs written by Frederik Grüll and published by CRC Press. This book was released on 2022-09-01 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: Short compute times are crucial for timely diagnostics in biomedical applications, but lead to a high demand in computing for new and improved imaging techniques. In this book reconfigurable computing with FPGAs is discussed as an alternative to multi-core processing and graphics card accelerators. Instead of adjusting the application to the hardware, FPGAs allow the hardware to also be adjusted to the problem. Acceleration of Biomedical Image Processing with Dataflow on FPGAs covers the transformation of image processing algorithms towards a system of deep pipelines that can be executed with very high parallelism. The transformation process is discussed from initial design decisions to working implementations. Two example applications from stochastic localization microscopy and electron tomography illustrate the approach further. Topics discussed in the book include:• Reconfigurable hardware• Dataflow computing• Image processing• Application acceleration


Acceleration of Biomedical Image Processing with Dataflow on FPGAs Related Books

Acceleration of Biomedical Image Processing with Dataflow on FPGAs
Language: en
Pages: 229
Authors: Frederik Grüll
Categories: Technology & Engineering
Type: BOOK - Published: 2022-09-01 - Publisher: CRC Press

DOWNLOAD EBOOK

Short compute times are crucial for timely diagnostics in biomedical applications, but lead to a high demand in computing for new and improved imaging technique
Exploring the DataFlow Supercomputing Paradigm
Language: en
Pages: 318
Authors: Veljko Milutinovic
Categories: Computers
Type: BOOK - Published: 2019-05-27 - Publisher: Springer

DOWNLOAD EBOOK

This useful text/reference describes the implementation of a varied selection of algorithms in the DataFlow paradigm, highlighting the exciting potential of Dat
Acceleration of Biomedical Image Processing with Dataflow on FPGAs
Language: en
Pages: 0
Authors: Frederik Grüll
Categories: Science
Type: BOOK - Published: 2024-10-21 - Publisher:

DOWNLOAD EBOOK

In this book reconfigurable computing with FPGAs is discussed as an alternative to multi-core processing and graphics card accelerators. Instead of adjusting th
Advances in Multidisciplinary Medical Technologies ─ Engineering, Modeling and Findings
Language: en
Pages: 270
Authors: Abdeldjalil Khelassi
Categories: Technology & Engineering
Type: BOOK - Published: 2020-11-07 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book collects the proceedings of the International Congress on Health Sciences and Medical Technologies (ICHSMT), held in Tlemcen, Algeria, from December 5
Hardware Accelerator Systems for Artificial Intelligence and Machine Learning
Language: en
Pages: 416
Authors:
Categories: Mathematics
Type: BOOK - Published: 2021-03-28 - Publisher: Academic Press

DOWNLOAD EBOOK

Hardware Accelerator Systems for Artificial Intelligence and Machine Learning, Volume 122 delves into arti?cial Intelligence and the growth it has seen with the