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GPU Acceleration

Feature 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

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.

Since R2021b
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Fault Detection Using Wavelet Scattering and Recurrent Deep Networks

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.

Since R2021b
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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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