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Classification

Classify signal attributes, perform signal segmentation via sequence-to-sequence classification

Classify signals using data-centric AI workflows.

Apps

Classification LearnerTrain models to classify data using supervised machine learning
Experiment Manager Design and run experiments to train and compare deep learning networks

Functions

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audioDatastoreDatastore for collection of audio files
arrayDatastoreDatastore for in-memory data (Since R2020b)
imageDatastoreDatastore for image data
signalDatastoreDatastore for collection of signals
waveletScatteringWavelet time scattering
signalTimeFeatureExtractorStreamline signal time feature extraction (Since R2021a)
signalFrequencyFeatureExtractorStreamline signal frequency feature extraction (Since R2021b)
signalTimeFrequencyFeatureExtractorStreamline signal time-frequency feature extraction (Since R2024a)
stftLayerShort-time Fourier transform layer (Since R2021b)
istftLayerInverse short-time Fourier transform layer (Since R2024a)
cwtLayerContinuous wavelet transform layer (Since R2022b)
icwtLayerInverse continuous wavelet transform layer (Since R2024b)
modwtLayerMaximal overlap discrete wavelet transform layer (Since R2022b)

Blocks

Wavelet ScatteringModel wavelet scattering network in Simulink (Since R2022b)

Topics

Featured Examples