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Książka Acceleration of Biomedical Image Processing with Dataflow on FPGAs Frederik Grull

Acceleration of Biomedical Image Processing with Dataflow on FPGAs

Autor: Frederik Grull, Udo Kebschull
Język: Angielski
Oprawa: Miękka
Wydawca: River Publishers
Dostępność: 50 % szansa
Przeszukamy cały świat
165.54 zł
Short compute times are crucial for timely diagnostics in biomedical applications, but lead to a hig...

Informacje o książce

Autor
Frederik Grull, Udo Kebschull
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2024
strony
228
EAN
9788770044608
Enbook ID
46534764
Wydawca
River Publishers
Waga
381
Wymiary
156 x 234

Pełny opis

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

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