Code Generation and GPU Support
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™.
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
Deploy Air Compressor Fault Detection Using Wavelet Scattering and TensorFlow Lite on Desktops
Generate and deploy code to detect air compressor sounds using Wavelet Scattering and a TensorFlow™ Lite deep learning network.
Detect Air Compressor Sounds on a Raspberry Pi Using Wavelet Scattering and TensorFlow Lite Network
Generate and deploy Raspberry Pi® code to detect air compressor sounds using the Wavelet Scattering block and a pretrained deep learning network.
Generate Generic C Code for a Human Health Monitoring Network
Create a MEX application to reconstruct electrocardiogram signals from a continuous wave radar signals using a deep learning network.
Denoise Signal Using Generated C Code
Generate C code containing Wavelet Toolbox functions for denoising.
CUDA Code from CWT
Learn how to generate CUDA Code for the CWT.
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.
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.
Generate and Deploy Optimized Code for Wavelet Time Scattering on ARM Targets
Generate optimized C++ code on a Raspberry Pi.
GPU Acceleration of Scalograms for Deep Learning
Use your GPU to accelerate feature extraction for signal classification.
Modulation Classification Using Wavelet Analysis on NVIDIA Jetson
Use wavelets to classify waveforms on a NVIDIA® Jetson®.
