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Efficient Implementation of RLS-Based Adaptive Filters on nVIDIA GeForce Graphics Processing Unit

This paper presents efficient implementation of RLS-based adaptive filters with a large number of taps on nVIDIA GeForce graphics processing unit (GPU) and CUDA software development environment. Mo...
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Parallel local search on GPU and CPU with OpenCL

Parallel local search on GPU and CPU with OpenCL | opencl, opengl, webcl, webgl | Scoop.it
Real-world optimization problems are very complex and NP-hard. The modeling of such problems is in constant evolution in term of constraints and objectives and their resolution is expensive in comp...
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GPU Accelerated framework for financial nested simulations

GPU Accelerated framework for financial nested simulations | opencl, opengl, webcl, webgl | Scoop.it
In this thesis we present a state-of-the-art approach to accelerate Monte Carlo valuations of embedded options. Due to regulations and improved risk management, nested simulations (scenarios in sce...
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2nd International Conference on Robotics and Computer Vision (ICRCV 2015), 2015

2nd International Conference on Robotics and Computer Vision (ICRCV 2015), 2015 | opencl, opengl, webcl, webgl | Scoop.it
Submission Deadline: 2015-07-10 Topics: • Evolutionary Robotics • Distributed Sensor Networks • Robot Surgery • Search and Rescue Robots • Biorobotics • Humanoid Robotics • Autonomous Vehicles • En...
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A two-fluid finite-volume solver based on OpenCL

A two-fluid finite-volume solver based on OpenCL | opencl, opengl, webcl, webgl | Scoop.it
In this paper, we propose a new very simple numerical method for solving liquid-gas compressible flows on two dimensional cartesian meshes. For achieving high performance, the scheme is tested on r...
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Direct Communication Methods for Distributed GPUs

Direct Communication Methods for Distributed GPUs | opencl, opengl, webcl, webgl | Scoop.it
Today, GPUs and other parallel accelerators are widely used in high performance computing, due to their high computational power and high performance per watt. Still, one of the main bottlenecks of...
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Understanding collisions & physics by building a cool WebGL Babylon.js demo with Oimo.js - CodeProject

Understanding collisions & physics by building a cool WebGL Babylon.js demo with Oimo.js - CodeProject | opencl, opengl, webcl, webgl | Scoop.it
Today, I’d like to share with you the basics of collisions, physics & bounding boxes by playing with the WebGL babylon.js engine and a physics engine companion named oimo.js.; Author: David Rousset; Updated: 23 Apr 2015; Section: Product Showcase;...
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Convolutional Neural Network-Based Image Representation for Visual Loop Closure Detection

Convolutional Neural Network-Based Image Representation for Visual Loop Closure Detection | opencl, opengl, webcl, webgl | Scoop.it
Deep convolutional neural networks (CNN) have recently been shown in many computer vision and pattern recognition applications to outperform by a significant margin state-of-the-art solutions that ...
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Multi-swarm PSO algorithm for the Quadratic Assignment Problem: a massive parallel implementation on the OpenCL platform

Multi-swarm PSO algorithm for the Quadratic Assignment Problem: a massive parallel implementation on the OpenCL platform | opencl, opengl, webcl, webgl | Scoop.it
This paper presents a multi-swarm PSO algorithm for the Quadratic Assignment Problem (QAP) implemented on OpenCL platform. Our work was motivated by results of time efficiency tests performed for s...
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Introduction to the Lustre File System - insideHPC

Introduction to the Lustre File System - insideHPC | opencl, opengl, webcl, webgl | Scoop.it
Inside the Lustre File System provides and introduction to the Lustre File System operates with descriptions of the newest features.
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Press Release: Advanced OpenCL Tutorial Announced for IWOCL 2015 - IWOCL

Press Release: Advanced OpenCL Tutorial Announced for IWOCL 2015 - IWOCL | opencl, opengl, webcl, webgl | Scoop.it
Advanced OpenCL Tutorial on May 11th at Stanford University to Kick-off IWOCL 2015 OpenCL Developer Conference
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A Convolutional Neural Network Cascade for Face Detection

A Convolutional Neural Network Cascade for Face Detection | opencl, opengl, webcl, webgl | Scoop.it
In real-world face detection, large visual variations, such as those due to pose, expression, and lighting, demand an advanced discriminative model to accurately differentiate faces from the backgr...
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GPUDirect and DirectGMA – direct GPU-GPU communication

GPUDirect and DirectGMA – direct GPU-GPU communication | opencl, opengl, webcl, webgl | Scoop.it
Print PDFA while ago I found the slide at the right, claiming that AMD did not have any direct GPU-GPU communication. I found at several sources there was, but it seems not to be a well-known feature.
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Arbitrary-Precision Arithmetics on the GPU

Arbitrary-Precision Arithmetics on the GPU | opencl, opengl, webcl, webgl | Scoop.it
The majority of computer applications employ numerical data types with a fixed amount of precision for their computations. Their limited numerical range and precision are sufficient for most use ca...
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Implementation and performance analysis of the AXPY, DOT, and SpMV functions on Intel Xeon Phi and NVIDIA Tesla using OpenCL

Implementation and performance analysis of the AXPY, DOT, and SpMV functions on Intel Xeon Phi and NVIDIA Tesla using OpenCL | opencl, opengl, webcl, webgl | Scoop.it
The present work is an analysis of the performance of the AXPY, DOT and SpMV functions using OpenCL. The code was tested on the NVIDIA Tesla S2050 GPU and Intel Xeon Phi 3120A coprocessor. Due to n...
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7th International Conference on Graphic and Image Processing (ICGIP 2015), 2015

7th International Conference on Graphic and Image Processing (ICGIP 2015), 2015 | opencl, opengl, webcl, webgl | Scoop.it
Submission Deadline: 2015-07-10 Topics: Image acquisition Detection and Estimation of Signal Parameters Image processing Signal Identification Medical image processing Nonlinear Signals and Systems...
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Flexible Software Profiling of GPU Architectures

Flexible Software Profiling of GPU Architectures | opencl, opengl, webcl, webgl | Scoop.it
To aid application characterization and architecture design space exploration, researchers and engineers have developed a wide range of tools for CPUs, including simulators, profilers, and binary i...
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Algorithm 9xx: Sparse QR Factorization on the GPU

Algorithm 9xx: Sparse QR Factorization on the GPU | opencl, opengl, webcl, webgl | Scoop.it
Sparse matrix factorization involves a mix of regular and irregular computation, which is a particular challenge when trying to obtain high-performance on the highly parallel general-purpose comput...
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Multi-GPU Graph Analytics

Multi-GPU Graph Analytics | opencl, opengl, webcl, webgl | Scoop.it
We present a multi-GPU graph processing library that allows programmers to easily extend single-GPU graph algorithms to achieve scalable performance on large graph datasets with billions of edges. ...
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A High-resolution approach for Tsunami impact simulation on graphics processing units

A High-resolution approach for Tsunami impact simulation on graphics processing units | opencl, opengl, webcl, webgl | Scoop.it
Having learned a great deal about the problem and also the solutions over the course of this project, it is the opinion of the author that the method undertaken within this report is unsatisfactory...
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A Framework for General Sparse Matrix-Matrix Multiplication on GPUs and Heterogeneous Processors

A Framework for General Sparse Matrix-Matrix Multiplication on GPUs and Heterogeneous Processors | opencl, opengl, webcl, webgl | Scoop.it
General sparse matrix-matrix multiplication (SpGEMM) is a fundamental building block for numerous applications such as algebraic multigrid method (AMG), breadth first search and shortest path probl...
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Verification of Producer-Consumer Synchronization in GPU Programs

Verification of Producer-Consumer Synchronization in GPU Programs | opencl, opengl, webcl, webgl | Scoop.it
Previous efforts to formally verify code written for GPUs have focused solely on kernels written within the traditional data-parallel GPU programming model. No previous work has considered the high...
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Workshops | IEEE International Symposium on Big Data Visual Analytics

Workshops | IEEE International Symposium on Big Data Visual Analytics | opencl, opengl, webcl, webgl | Scoop.it
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NBODY6++GPU: Ready for the gravitational million-body problem

NBODY6++GPU: Ready for the gravitational million-body problem | opencl, opengl, webcl, webgl | Scoop.it
Accurate direct N-body simulations help to obtain detailed information about the dynamical evolution of star clusters. They also enable comparisons with analytical models and Fokker-Planck or Monte...
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