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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™.

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Categories

C/C++ Code Generation
Generate C/C++ code from MATLAB code
GPU Code Generation
生成CUDA代码从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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从CWT CUDA代码

从CWT CUDA代码

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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Deploy Signal Classifier on NVIDIA Jetson Using Wavelet Analysis and Deep Learning

Deploy Signal Classifier on NVIDIA Jetson Using Wavelet Analysis and Deep Learning

Generate and deploy a CUDA executable to classify electrocardiogram signals using wavelet-derived features.

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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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Wavelet Time Scattering with GPU Acceleration — Spoken Digit Recognition

Wavelet Time Scattering with GPU Acceleration — Spoken Digit Recognition

Extract features on your GPU 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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