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GPU-Accelerated Dynamic Functional Connectivity Analysis for Functional MRI Data Using OpenCL

D. Akgün, Ü. Sakoğlu, M. Mete, J. Esquivel, B. Adinoff

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Tags: Biology, Magnetic resonance imaging, Medicine, MRI, Neuroscience, nVidia, nVidia GeForce GTX 660, OpenCL

June 9, 2014 by hgpu

3D Skeleton Extraction Method using Potential Field on OpenCL

L. Lu, X. Wang

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Tags: Collision detection, Image processing, OpenCL

June 9, 2014 by hgpu

Multi-level parallelization for hybrid ACO

O. Abdelkafi, J. Lepagnot, L. Idoumghar

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Tags: CUDA, Metaheuristics, nVidia, nVidia GeForce GTX 680

June 9, 2014 by hgpu

The Performance Analysis Based on Heterogeneous Parallel Processors for Anisotropic Diffusion Filters

H.K. Kim, H.J. Lee

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Tags: CUDA, Filtering, Image processing, nVidia, nVidia GeForce GTX 550 Ti

June 8, 2014 by hgpu

Native Offload of Haskell Repa Programs to GPGPU

H. Liu, L.E. Day, N. Glew, T.A. Anderson, R. Barik

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Tags: Heterogeneous systems, Intel HD 4600, OpenCL, Parallelization, Programming techniques

June 8, 2014 by hgpu

A numerical tour of wave propagation

P. Yang

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Tags: Acoustics, CUDA, Finite-difference method, nVidia, Partial differential equations, PDEs, Tutorial

June 8, 2014 by hgpu

Efficient 3D Isotropic Volume Reconstruction Based On 2D Localized Ultrasound Images

J.-B. Keck, M. Chabanas

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Tags: CUDA, Image processing, Medicine, nVidia, nVidia GeForce GTX 590, nVidia GeForce GTX 670, Ultrasound

June 8, 2014 by hgpu

Review and Comparative Study of Ray Traversal Algorithms on a Modern GPU Architecture

A.L. dos Santos, U.F.P.E. Center, A.J. Anibal, C. Universitária, V. Teichrieb, J. Lindoso

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Tags: CUDA, KD-tree, nVidia, nVidia GeForce GTX 780 Ti, Raytraycing

June 8, 2014 by hgpu

Implementation and Experimental Evaluation of a CUDA Core under Single Event Effects

W. Nedel, F. Kastensmidt, J.R. Azambuja

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Tags: CUDA, Fault simulation, Fault tolerance, FPGA

June 7, 2014 by hgpu

Parallelization of Synthetic Aperture Radar (SAR) Imaging Algorithms on GPU

B. Pandya, N. Gajjar

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Tags: CUDA, FFT, nVidia, nVidia GeForce GTX 770, Sensing, Signal processing

June 7, 2014 by hgpu

Performance Evaluation of Discrete Wavelet Transform Based on Image Compression Technique on Both CPU and GPU

H.M. Magboub, M.A. Osman

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Tags: Compression, CUDA, Discrete Wavelet Transform, Image processing, nVidia, nVidia GeForce 8800 GTS

June 7, 2014 by hgpu

Brain perfusion imaging: performance and accuracy

F. Zhu

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Tags: Computed tomography, CT, CUDA, Image processing, Magnetic resonance imaging, Medicine, MRI, nVidia, nVidia GeForce GTX 280, Thesis

June 7, 2014 by hgpu

PROM: an open-source software framework to enhance the robustness and performance of predictive models against such changes during deployment

Enhancing Deployment-Time Predictive Model Robustness for Code Analysis and Optimization

DeepSpeed: a deep learning optimization library that makes distributed training and inference easy, efficient, and effective

Scalable Access-Pattern Aware I/O Acceleration and Multi-Tiered Data Management for HPC and AI Workloads

Reproducible Study and Performance Analysis of GPU Programming Paradigms: OpenACC vs. CUDA in Key Linear Algebra Computations

SW#SYCL

Analyzing the Performance Portability of SYCL across CPUs, GPUs, and Hybrid Systems with Protein Database Search

tdg-benchs: benchmarks used to test the performance of taskgraph

Leveraging the potential of task-based programming with OpenMP task graphs

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

GPU-Accelerated Dynamic Functional Connectivity Analysis for Functional MRI Data Using OpenCL

3D Skeleton Extraction Method using Potential Field on OpenCL

Multi-level parallelization for hybrid ACO

The Performance Analysis Based on Heterogeneous Parallel Processors for Anisotropic Diffusion Filters

Native Offload of Haskell Repa Programs to GPGPU

A numerical tour of wave propagation

Efficient 3D Isotropic Volume Reconstruction Based On 2D Localized Ultrasound Images

Review and Comparative Study of Ray Traversal Algorithms on a Modern GPU Architecture

Implementation and Experimental Evaluation of a CUDA Core under Single Event Effects

Parallelization of Synthetic Aperture Radar (SAR) Imaging Algorithms on GPU

Performance Evaluation of Discrete Wavelet Transform Based on Image Compression Technique on Both CPU and GPU

Brain perfusion imaging: performance and accuracy

Recent source codes

PROM: an open-source software framework to enhance the robustness and performance of predictive models against such changes during deployment

DeepSpeed: a deep learning optimization library that makes distributed training and inference easy, efficient, and effective

HPX: a C++ Standard Library for Concurrency and Parallelism

TorchQC: Quantum Dynamics and Machine Learning

Matrix multiplication using Tensor Cores in CUDA

CPP Joules: Energy Measurement tool for CPP/CUDA programs

HPC-Coder-v2

Reproducible Study and Performance Analysis of GPU Programming Paradigms: OpenACC vs. CUDA in Key Linear Algebra Computations

SW#SYCL

tdg-benchs: benchmarks used to test the performance of taskgraph

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