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Procesamiento de señales mediante deep learning

Amplíe flujos de trabajo de deep learning con aplicaciones de procesamiento de señales

Aplique deep learning al procesamiento de señales con Deep Learning Toolbox™ y Signal Processing Toolbox™, Wavelet Toolbox™, Radar Toolbox o DSP System Toolbox™. Para obtener información sobre las aplicaciones de procesamiento de audio y voz, consulte Procesamiento de audio mediante deep learning. Para obtener información sobre las aplicaciones de comunicaciones inalámbricas, consulte Comunicaciones inalámbricas mediante deep learning.

Apps

Signal LabelerEtiquete atributos de señal, regiones y puntos de interés y extraiga características

Funciones

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cwtLayerContinuous wavelet transform (CWT) layer
modwtLayerMaximal overlap discrete wavelet transform (MODWT) layer
stftLayerShort-time Fourier transform layer
dlcwtDeep learning continuous wavelet transform
dlmodwtDeep learning maximal overlap discrete wavelet transform and multiresolution analysis
dlstftDeep learning short-time Fourier transform
cwtContinuous 1-D wavelet transform
modwtMaximal overlap discrete wavelet transform
stftTransformada de Fourier de tiempo corto
audioFeatureExtractorStreamline audio feature extraction
signalFrequencyFeatureExtractorStreamline signal frequency feature extraction
signalTimeFeatureExtractorStreamline signal time feature extraction
waveletScatteringWavelet time scattering
edfheaderCreate header structure for EDF or EDF+ file
edfinfoGet information about EDF/EDF+ file
edfreadLeer datos del archivo EDF/EDF+
edfwriteCreate or modify EDF or EDF+ file
audioDatastoreDatastore for collection of audio files
signalDatastoreDatastore for collection of signals
labeledSignalSetCreate labeled signal set
signalLabelDefinitionCreate signal label definition
signalMaskModify and convert signal masks and extract signal regions of interest
countlabelsCount number of unique labels
filenames2labelsGet list of labels from filenames
folders2labelsGet list of labels from folder names
splitlabelsFind indices to split labels according to specified proportions

Bloques

Wavelet ScatteringModel wavelet scattering network in Simulink

Temas