high performance computing on graphics processing units: hgpu.org

Applications

Implicit Feature-Based Alignment System for Radiotherapy

Ryoichi Yamakoshi, Kousuke Hirasawa, Haruhisa Okuda, Hiroshi Kage, Kazuhiko Sumi, Hidenobu Sakamoto, Yuri Ivanov, Toshihiro Yanou, Daisaku Suga, Masao Murakami

Tags: Computed tomography, CT, Medicine, Radiotherapy, SIFT, Tomography

April 14, 2011 by hgpu

A GPU-based implementation of the MRF algorithm in ITK package

Pedro Valero, Jose Sanchez, Diego Cazorla, Enrique Arias

Tags: Magnetic resonance imaging, Medicine, MRI

April 11, 2011 by hgpu

Parallel Dense Gauss-Seidel Algorithm on Many-Core Processors

H. Courtecuisse, J. Allard

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Source codes

Tags: Algorithms, Computer science, CUDA, Medicine, nVidia, nVidia GeForce GTX 280, Package, Physics-based simulation, Surgical simulation

April 8, 2011 by hgpu

Enabling Energy-Efficient Analysis of Massive Neural Signals Using GPGPU

Dan Chen, Lizhe Wang, Shuaiting Wang, Muzhou Xiong, Gregor von Laszewski, Xiaoli Li

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Tags: Biology, CUDA, Medicine, Neuroscience, nVidia, nVidia GeForce GTX 295, Signal processing

April 5, 2011 by hgpu

GPGPU-Aided Ensemble Empirical-Mode Decomposition for EEG Analysis During Anesthesia

Dan Chen, Duan Li, Muzhou Xiong, Hong Bao, Xiaoli Li

Tags: Biology, Medicine, Signal processing

April 5, 2011 by hgpu

GPU acceleration of MOLAR for HRRT List-Mode OSEM reconstructions

W.C. Barker, S. Thada

Tags: CUDA, Image processing, Image reconstruction, Medicine, nVidia, nVidia Quadro FX 4600, Tomography

April 3, 2011 by hgpu

A preliminary study of OpenCL for accelerating CT reconstruction and image recognition

Wenyu Zhang, Li Zhang, Shangmin Sun, Yuxiang Xing, Yajie Wang, Juan Zheng

Tags: ATI, Computed tomography, CT, Image recognition, Image reconstruction, Medicine, nVidia, OpenCL

March 31, 2011 by hgpu

GPU-based efficient realistic techniques for bleeding and smoke generation in surgical simulators

Tansel Halic, Ganesh Sankaranarayanan, Suvranu De

Tags: Medicine, Physics-based simulation, Rendering, Surgical simulation, Virtual reality

March 28, 2011 by hgpu

GPU-based real-time small displacement estimation with ultrasound

S. Rosenzweig, M. Palmeri, K. Nightingale

Tags: Computed tomography, CT, Image processing, Medicine, Ultrasound

March 25, 2011 by hgpu

Accelerated ray tracing for radiotherapy dose calculations on a GPU

M. De Greef, J. Crezee, J. C. Van Eijk, R. Pool, A. Bel

Tags: Computed tomography, CT, CUDA, Image processing, Medicine, nVidia, Radiotherapy

March 17, 2011 by hgpu

Mutual information computation and maximization using GPU

Yuping Lin

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Tags: CUDA, Image processing, Medicine, nVidia, nVidia GeForce 8800 GTX

March 16, 2011 by hgpu

GPU-Based Volume Rendering for Medical Imagery

Hadjira Bentoumi, Pascal Gautron, Kadi Bouatouch

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Tags: Medicine, nVidia, nVidia GeForce 7950 GX2, OpenGL, Rendering, Visualization

March 16, 2011 by hgpu

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

SimSYCL: A SYCL Implementation Targeting Development, Debugging, Simulation and Conformance

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

gpu_tracker: Python package for tracking and profiling GPU utilization in both desktop and high-performance computing environments

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

94% on CIFAR-10 in 3.29 Seconds on a Single GPU

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

LOOPer: A Learned Automatic Code Optimizer For Polyhedral Compilers

OpenMC Monte Carlo Code

Performance Portable Monte Carlo Particle Transport on Intel, NVIDIA, and AMD GPUs

Polygeist: C/C++ frontend for MLIR

Retargeting and Respecializing GPU Workloads for Performance Portability

Parallel Gaussian process with kernel approximation in CUDA

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

Implicit Feature-Based Alignment System for Radiotherapy

A GPU-based implementation of the MRF algorithm in ITK package

Parallel Dense Gauss-Seidel Algorithm on Many-Core Processors

Enabling Energy-Efficient Analysis of Massive Neural Signals Using GPGPU

GPGPU-Aided Ensemble Empirical-Mode Decomposition for EEG Analysis During Anesthesia

GPU acceleration of MOLAR for HRRT List-Mode OSEM reconstructions

A preliminary study of OpenCL for accelerating CT reconstruction and image recognition

GPU-based efficient realistic techniques for bleeding and smoke generation in surgical simulators

GPU-based real-time small displacement estimation with ultrasound

Accelerated ray tracing for radiotherapy dose calculations on a GPU

Mutual information computation and maximization using GPU

GPU-Based Volume Rendering for Medical Imagery

Recent source codes

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

GPU plugin for PySCF

QArray

Celerity: High-level C++ for Accelerator Clusters

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

OpenMC Monte Carlo Code

Polygeist: C/C++ frontend for MLIR

Parallel Gaussian process with kernel approximation in CUDA

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