GPU Acceleration
R2026bFeature extraction on GPUs for machine learning and deep learning
workflows
Use your GPU for feature extraction in deep learning and machine learning workflows. This support requires Parallel Computing Toolbox™.
Featured Examples
Air Compressor Fault Detection Using Wavelet Scattering
Classify faults in acoustic recordings of air compressors using a wavelet scattering network and a support vector machine.
Fault Detection Using Wavelet Scattering and Recurrent Deep Networks
Classify faults in acoustic recordings of air compressors using a wavelet scattering network paired with a recurrent neural network.
GPU Acceleration of Scalograms for Deep Learning
Use your GPU to accelerate feature extraction for ECG and spoken digit classification.
Wavelet Time Scattering with GPU Acceleration — Spoken Digit Recognition
Extract features on your GPU for signal classification.
