Code Generation and GPU Support

Generate C/C++ and CUDA^® code and MEX functions, and run functions on a graphics processing unit (GPU)

MATLAB^® Coder™ generates ANSI-compliant C/C++ code and standalone executables from Wavelet Toolbox™ functions that support C/C++ code generation. GPU Coder™ generates CUDA code and standalone executables for functions that support GPU code generation. Wavelet Toolbox also includes functions that can automatically run on a GPU. This support requires Parallel Computing Toolbox™.

Highlighted Topics

Categories

C/C++ Code Generation
Generate C/C++ code from MATLAB code
GPU Code Generation
Generate CUDA code from MATLAB
GPU Acceleration
Run functions on a graphics processing unit (GPU)

Featured Examples

Denoise Signal Using Generated C Code

Denoise Signal Using Generated C Code

Generate C code containing Wavelet Toolbox functions for denoising.

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CUDA Code from CWT

CUDA Code from CWT

Learn how to generate CUDA Code for the CWT.

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Code Generation for a Deep Learning Simulink Model to Classify ECG Signals

Code Generation for a Deep Learning Simulink Model to Classify ECG Signals

Create and deploy a Simulink^® model for signal classification using wavelet-based features.

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Deploy Signal Classifier Using Wavelets and Deep Learning on Raspberry Pi

Deploy Signal Classifier Using Wavelets and Deep Learning on Raspberry Pi

Classify human electrocardiogram signals on a Raspberry Pi^® using scalograms and a deep convolutional neural network.

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Generate and Deploy Optimized Code for Wavelet Time Scattering on ARM Targets

Generate and Deploy Optimized Code for Wavelet Time Scattering on ARM Targets

Generate optimized C++ code on a Raspberry Pi.

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GPU Acceleration of Scalograms for Deep Learning

GPU Acceleration of Scalograms for Deep Learning

Use your GPU to accelerate feature extraction for signal classification.

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Modulation Classification Using Wavelet Analysis on NVIDIA Jetson

Modulation Classification Using Wavelet Analysis on NVIDIA Jetson

Use wavelets to classify waveforms on a NVIDIA^® Jetson^®.

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