Maya B. Gokhale, Paul S. Graham

Reconfigurable Computing (eBook, PDF)

Accelerating Computation with Field-Programmable Gate Arrays

• Format: PDF

Produktbeschreibung

This one-of-a-kind survey provides a comprehensive introduction to Reconfigurable Computing with FPGAs, a discipline that offers a 10X-100X acceleration of algorithms over microprocessors. The text explores the impact of reconfigurable hardware, built from commodity parts, on a wide range of applications: signal and image processing, network security, bioinformatics, satellites and supercomputers. Coverage includes the history of the field as well as recent advances, and an extensive bibliography of primary sources.

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Produktdetails

• Verlag: Springer US
• Seitenzahl: 238
• Erscheinungstermin: 4. Juli 2006
• Englisch
• ISBN-13: 9780387261065
• Artikelnr.: 37286285

Autorenporträt

Maya Gokhale, Los Alamos National Laboratory, NM, USA / Paul S. Graham, Los Alamos, NM, USA

Inhaltsangabe

An Introduction to Reconfigurable Computing. What is RC? RC Architectures. How did RC originate? Inside the FPGA. Mapping Algorithms to Hardware. RC Applications. Example: Dot Product. Further Reading.- Reconfigurable Logic Devices. Field-Programmable Gate Arrays. Coarse-Grained Reconfigurable Arrays. Summary.- Reconfigurable Computing Systems. Parallel Processing on Reconfigurable Computers. A Survey of Reconfigurable Computing Systems. Summary.- Languages and Compilation. Design Cycle. Languages. High Level Compilation. Low Level Design Flow. Debugging Reconfigurable Computing Applications. Summary.- Signal Processing Applications. What is Digital Signal Processing? Why Use Reconfigurable Computing for DSP? DSP Application Building Blocks. Example DSP Applications.- Image Processing. RC for Image and Video Processing. Local Neighborhood Functions. Convolution. Morphology. Feature Extraction. Automatic Target Recognition. Image Matching. Evolutionary Image Processing. Summary.- Network Security. Cryptographic Applications. Network Protocol Security. Summary.- Bioinformatics Applications. Introduction. Applications. Dynamic Programming Algorithms. Seed-Based Heuristics. Profiles, HMMs and Language Models. Bioinformatics FPGA Accelerators. Summary.- Supercomputing Applications. Introduction. Monte Carlo Simulation of Radiative Heat Transfer. Urban Road Traffic Simulation.