GPU computing gems:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
San Francisco, Cal.
Morgan Kaufmann
2011
|
| Ausgabe: | Emerald ed. |
| Schriftenreihe: | Morgan Kaufmann's applications of GPU computing series
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XX, 865 S. Ill., graph. Darst. |
| ISBN: | 9780123849885 |
Internformat
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Datensatz im Suchindex
| _version_ | 1804145594879442944 |
|---|---|
| adam_text | Titel: GPU computing gems
Autor: Hwu, Wen-mei W.
Jahr: 2011
Contents
Editors, Reviewers, and Authors ....................................................................... xi
Introduction.............................................................................................. xix
Wen-mei W. Hwu
SECTION 1 SCIENTIFIC SIMULATION_______________________________
Robert M. Färber
CHAPTER 1 GPU-Accelerated Computation and Interactive Display of Molecular
Orbitals.......................................................................... 5
John E. Stone, David J. Hardy, Jan Saam, Kirby L Vandivort, Klaus Schulten
CHAPTER 2 Large-Scale Chemical Informatics on GPUs..................................... 19
Imran S. Haque, Vijay S. Pande
CHAPTER 3 Dynamical Quadrature Grids: Applications in Density Functional
Calculations..................................................................... 35
Nathan Luehr, Ivan Ufimtsev, Todd Martinez
CHAPTER 4 Fast Molecular Electrostatics Algorithms on GPUs.............................. 43
David J. Hardy, John E. Stone, Kirby L Vandivort, David Gohara, Christopher Rodrigues,
Klaus Schulten
CHAPTER 5 Quantum Chemistry: Propagation of Electronic Structure on a GPU............. 59
Jacek Jakowski, Stephan Irle, Keiji Morokuma
CHAPTER 6 An Efficient CUDA Implementation of the Tree-Based Barnes Hut n-Body
Algorithm........................................................................ 75
Martin Burtscher, Keshav Pingali
CHAPTER 7 Leveraging the Untapped Computation Power of GPUs: Fast Spectral
Synthesis Using Texture Interpolation........................................... 93
Richard Townsend, Karthikeyan Sankaralingam, Matthew D. Sinclair
CHAPTER 8 Black Hole Simulations with CUDA.............................................. 103
Frank Herrmann, John Silberholz, Manuel Tiglio
CHAPTER 9 Treecode and Fast Multipole Method for W-Body Simulation with CUDA........ 113
Rio Yokota, Lorena A. Barba
vi Contents
CHAPTER 10 Wavelet-Based Density Functional Theory Calculation on Massively
Parallel Hybrid Architectures................................................... 133
Luigi Genovese, Matthieu Ospici, Brice Videau, Thierry Deutsch, Jean-François Méhaut
SECTION 2 UFE SCIENCES________________________________________
Bertil Schmidt
CHAPTER 11 Accurate Scanning of Sequence Databases with the Smith-Waterman
Algorithm........................................................................ 155
tukasz Ligowski, Witold R. Rudnicki, Yongchao Liu, Bertil Schmidt
CHAPTER 12 Massive Parallel Computing to Accelerate Genome-Matching.................. 173
Ben Weiss, Mike Bailey
CHAPTER 13 GPU-Supercomputer Acceleration of Pattern Matching......................... 185
AH Khajeh-Saeed, J. Blair Perot
CHAPTER 14 GPU Accelerated RNA Folding Algorithm........................................ 199
Guillaume Rizk, Dominique Lavenier, Sanjay Rajopadhye
CHAPTER 15 Temporal Data Mining for Neuroscience........................................ 211
Wu-chun Feng, Yong Cao, Debprakash Patnaik, Naren Ramakrishnan
SECTION 3 STATISTICAL MODELING________________________________
Mike Giles
CHAPTER 16 Parallelization Techniques for Random Number Generators....................231
Thomas Bradley, Jacques du Toit, Robert Tong, Mike Giles, Paul Woodhams
CHAPTER 17 Monte Carlo Photon Transport on the GPU...................................... 247
László Szirmay-Kalos, Balázs Tóth, Milán Magdics
CHAPTER 18 High-Performance Iterated Function Systems................................... 263
Christoph Schied, Johannes Hanika, Holger Dammertz, Hendrik P. A. Lensch
SECTION 4 EMERGING DATA-INTENSIVE APPLICATIONS_______________
Volodymyr Kindratenko
CHAPTER 19 Large-scale Machine Learning..................................................277
Jerod J. Weinman, Augustus Lidaka, Shitanshu Aggarwal
Contents vii
CHAPTER 20 Multiclass Support Vector Machine............................................. 293
Sergio Herrero-Lopez
CHAPTER 21 Template-Driven Agent-Based Modeling and Simulation with CUDA............ 313
Paul Richmond, Daniela Romano
CHAPTER 22 GPU-Accelerated Ant Colony Optimization......................................325
Robin M. Weiss
SECTION 5 ELECTRONIC DESIGN AUTOMATION_______________________
Sun/7 P. Khatri
CHAPTER 23 High-Performance Gate-Level Simulation with GP-GPUs........................343
Debapriya Chatterjee, Andrew DeOrio, Valeria Bertacco
CHAPTER 24 GPU-Based Parallel Computing for Fast Circuit Optimization................... 365
Yifang Liu, Jiang Hu
SECTION 6 RAY TRACING AND RENDERING__________________________
Austin Robison
CHAPTER 25 Lattice Boltzmann Lighting Models..............................................381
Robert Geist, James Westall
CHAPTER 26 Path Regeneration for Random Walks...........................................401
Jan Novak, Vlastimil Havran, Carsten Dachsbacher
CHAPTER 27 From Sparse Mocap to Highly Detailed Facial Animation.......................413
Bernd Bickel, Manuel Lang
CHAPTER 28 A Programmable Graphics Pipeline in CUDA for Order-Independent
Transparency....................................................................427
Mengcheng Huang, Fang Liu, Xuehui Liu, Enhua Wu
SECTION 7 COMPUTER VISION_____________________________________
James Fung
CHAPTER 29 Fast Graph Cuts for Computer Vision............................................439
P.J. Narayanan, Vibhav Vineet, Timo Stich
CHAPTER 30 Visual Saliency Model on Multi-GPU............................................451
Anis Rahman, Dominique Houzet, Denis Pellerin
viii Contents
CHAPTER 31 Real-Time Stereo on GPGPU Using Progressive Multiresolution Adaptive
Windows........................................................................473
Yong Zhao, Gabriel Täubin
CHAPTER 32 Real-Time Speed-Limit-Sign Recognition on an Embedded System
Using a GPU.....................................................................497
Pinar Muyan-Özcelik, Vladimir Glavtchev, Jeffrey M. Ota, John D, Owens
CHAPTER 33 Haar Classifiers for Object Detection with CUDA................................517
Anton Obukhov
SECTION 8 VIDEO AND IMAGE PROCESSING_________________________
Timo Stich
CHAPTER 34 Experiences on Image and Video Processing with CUDA and OpenCL.......... 547
Alptekin Temizel, Tugba Halici, Berker Logoglu, Tugba Taskaya Temizel,
Fatih Omruuzun, Ersin Karaman
CHAPTER 35 Connected Component Labeling in CUDA.......................................569
Ondfej Stava, Bedfich Benes
CHAPTER 36 Image De-Mosaicing............................................................583
Joe Stam, James Fung
SECTION 9 SIGNAL AND AUDIO PROCESSING________________________
John Roberts
CHAPTER 37 Efficient Automatic Speech Recognition on the GPU............................ 601
Jike Chong, Ekaterina Gonina, Kurt Keutzer
CHAPTER 38 Parallel LDPC Decoding.........................................................619
Gabriel Falcao, Vitor Silva, Leonel Sousa
CHAPTER 39 Large-Scale Fast Fourier Transform.............................................629
Yifeng Chen, Xiang Cui, Hong Mei
SECTION 10 MEDICAL IMAGING____________________________________
Lawrence Tarbox
CHAPTER 40 GPU Acceleration of Iterative Digital Breast Tomosynthesis....................647
Dana Schaa, Benjamin Brown, Byunghyun Jang, Perhaad Mistry, Rodrigo Domínguez,
David Kaeli, Richard Moore, Daniel B. Kopans
Contents ix
CHAPTER 41 Parallelization of Katsevich CT Image Reconstruction Algorithm
on Generic Multi-Core Processors and GPGPU.................................. 659
Abderrahim Benquassmi, Eric Fontaine, Hsien-Hsin S. Lee
CHAPTER 42 3-D Tomographie Image Reconstruction from Randomly Ordered Lines
withCUDA....................................................................... 679
Guillem Pratx, Jing-Yu Cui, Sven Prevrhal, Craig S. Levin
CHAPTER 43 Using GPUs to Learn Effective Parameter Settings for GPU-Accelerated
Iterative CT Reconstruction Algorithms......................................... 693
Wei Xu, Klaus Mueller
CHAPTER 44 Using GPUs to Accelerate Advanced MRI Reconstruction with Field
Inhomogeneity Compensation...................................................709
Vue Zhuo, Xiao-Long Wu, Justin P. Haldar, Thibault Marin, Wen-mei W. Hwu,
Zhi-Pei Liang, Bradley P. Sutton
CHAPTER 45 11 Minimization in Í1-SPIRÍT Compressed Sensing MRI Reconstruction....... 723
Mark Murphy, Miki Lustig
CHAPTER 46 Medical Image Processing Using GPU-Accelerated ITK Image Filters.......... 737
Won-Ki Jeong, Hanspeter Pfister, Massimiliano Fatica
CHAPTER 47 Deformatile Volumetric Registration Using B-Splines...........................751
James Shackelford, Nagarajan Kandasamy, Gregory Sharp
CHAPTER 48 Muniscale Unbiased Diffeomorphic Atlas Construction on Multi-GPUs......... 771
Linh Ha, Jens Krüger, Sarang Joshl, Claudio T. Silva
CHAPTER 49 GPU-Accelerated Brain Connectivity Reconstruction and
Visualization in Large-Scale Electron Micrographs.............................793
Won-Ki Jeong, Hanspeter Pfister, Johanna Beyer, Markus Hadwiger
CHAPTER 50 Fast Simulation of Radiographic Images Using a Monte Carlo X-Ray
Transport Algorithm Implemented in CUDA......................................813
Andreu Badai, Aldo Badano
Index..............................................................................................831
|
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| spelling | Hwu, Wen-mei W. Verfasser (DE-588)1016974647 aut GPU computing gems Wen-mei W. Hwu Emerald ed. San Francisco, Cal. Morgan Kaufmann 2011 XX, 865 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Morgan Kaufmann's applications of GPU computing series CUDA Informatik (DE-588)7719528-0 gnd rswk-swf Parallelverarbeitung (DE-588)4075860-6 gnd rswk-swf Bildverarbeitung (DE-588)4006684-8 gnd rswk-swf Grafikprozessor (DE-588)4582114-8 gnd rswk-swf 1\p (DE-588)4143413-4 Aufsatzsammlung gnd-content Grafikprozessor (DE-588)4582114-8 s Bildverarbeitung (DE-588)4006684-8 s Parallelverarbeitung (DE-588)4075860-6 s DE-604 CUDA Informatik (DE-588)7719528-0 s 2\p DE-604 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=022471558&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Hwu, Wen-mei W. GPU computing gems CUDA Informatik (DE-588)7719528-0 gnd Parallelverarbeitung (DE-588)4075860-6 gnd Bildverarbeitung (DE-588)4006684-8 gnd Grafikprozessor (DE-588)4582114-8 gnd |
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| title | GPU computing gems |
| title_auth | GPU computing gems |
| title_exact_search | GPU computing gems |
| title_full | GPU computing gems Wen-mei W. Hwu |
| title_fullStr | GPU computing gems Wen-mei W. Hwu |
| title_full_unstemmed | GPU computing gems Wen-mei W. Hwu |
| title_short | GPU computing gems |
| title_sort | gpu computing gems |
| topic | CUDA Informatik (DE-588)7719528-0 gnd Parallelverarbeitung (DE-588)4075860-6 gnd Bildverarbeitung (DE-588)4006684-8 gnd Grafikprozessor (DE-588)4582114-8 gnd |
| topic_facet | CUDA Informatik Parallelverarbeitung Bildverarbeitung Grafikprozessor Aufsatzsammlung |
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