Accelerating Heat Equation on the GPU by Simone Hämmerle

A GUI for comparing the performance of different implementations of the heat equation on CPU and GPU (gpu, speedup, demo)

heateqGUI(varargin)

heateq_cpu_filt(k, n, Ts, L, c,h)

heateq_cpu_ind(k, n, Ts, L, c,h)

MATLAB for CUDA Programmers by Daniel Armyr

This is the code used during the MATLAB for CUDA Programmers webinar (gpu, parallel computing to..., image processing)

whitebalance(imageData)

whitebalance(imageData)

whitebalance(imageData)

Color-balance demo with GPU computing by Kye Taylor

Use GPU in MATLAB to perform white-balance operation to input image. (graphical processing ..., gpu, high performance comp...)

whitebalance(imageData)

whitebalance_cuda(imageData)

whitebalance_gpu(imageData)

poly2mask using GPU by Jun Tan

poly2mask using GPU. (poly2mask, gpu, polygon to mask)

poly2mask_gpu(x, y, m, n)

GPUBench by Ben Tordoff

Compare GPUs using standard numerical benchmarks in MATLAB. (gpu, performance, benchmark)

gpuBench()

gpuBenchApp()

gpuBenchReport( varargin )

A GPU Mandelbrot Set by Ben Tordoff

Explore the Mandelbrot Set using MATLAB and a GPU. (gpu, fractal, graphics)

compilePTX()

jet2(m)

mandelbrotViewer()

GPU Julia Set Explorer by Ben Tordoff

Explore the Julia Set of the Mandelbrot Set using MATLAB and a capable GPU. (gpu, fractal, graphics)

juliaSetExplorer(z0)

GPU Julia Set Explorer

Weeks' Method for Numerical Laplace transform inversion with GPU acceleration by Patrick Kano

Implementation of the Weeks method for numerical Laplace transform inversion with GPU acceleration. (mathematics, laplace transform, jacket)

[Invertf,sigmaP,bP,RelTotalError,AbsTotalError,AbsTruncateE...

[Invertf,sigmaP,bP,RelTotalError,AbsTotalError,AbsTruncateE...

acunumweeks(varargin)

Demo files for "Parallel Computing with MATLAB on Multicore Desktops and GPUs" Webinar by Jiro Doke

Demo files for "Parallel Computing with MATLAB on Multicore Desktops and GPUs" Webinar (May 4, 2011) (parallel, cpu, gpu)

WaveEqnGUI(varargin)

WaveEqn_CPU(h,h2,hObject,hText,N,maxIter)

WaveEqn_GPU(h,h2,hObject,hText,N,maxIter)

Large Data in MATLAB: A Seismic Data Processing Case Study by Stuart Kozola

These are the files used in the webinar on Feb. 23, 2011. (seismic, segy, large data)

fm2d(v,model,nz,dz,nx,dx,nt,dt)

fm2d_gpu(v,model,nz,dz,nx,dx,nt,dt)

ibm2ieee (ibmf)

OpenCL Toolbox v0.17 by Radford Juang

OpenCL Toolbox for MATLAB (cuda, opencl, gpu)

clbuffer

clkernel

clobject

GPUCONV2 by Dirk-Jan Kroon

Example, Matlab R2010B Cuda CONV2 on GPU using Cuda kernels (cuda, conv2, gpu)

gpuconv2(A,B,SHAPE)

nvcc(varargin)

A CUDA accelerated Beam Propagation Method [BPM] Solver using the Parallel Computing Toolbox by Patrick Kano

A beam propagation method solver using the CUDA capabilities in the parallel computing toolbox. (mathematics, optics, cuda)

CUDAparaxbpm(CUDAswitch, PLOTswitch, BetaSwitch, Nx, Ny, Le...

FunEfieldinit(MeshX, MeshY, Nx, Ny, LengthX, LengthY)

FunPlotSim(zidx, PosZ, MeshX, MeshY, nMatrix, Efield, Meshk...

FFT-based convolution by Bruno Luong

Discrete convolution using FFT method (conv, fft, convn)

convnfft(A, B, shape, dims, options)

convnfft_install

NVIDIA CUDA-based bilinear (2D) interpolation by Gerald Buchgraber

Incredible speed boost in comparison to the Matlab implementation. (interp2) (bilinear, interpolation, cuda)

nvmex(varargin)

nvmex_helper(varargin)

testcudainterp2()

Expectation Maximization of Gaussian Mixture Models via CUDA by Andrew Harp

CUDA enabled parallel EM for Gaussian Mixture Models, providing over 100x performance increases. (expectation maximizat..., probability, gmm)

errorellipse(mu,sigma,stdev,n)

gmm_test(num_clusts, num_dims, num_samps, num_steps, num_tr...

nvmex(varargin)