Where can I find the extractFSSTFeatures helper function in Waveform Segmentation using Deep Learning?
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Hello everyone, I'm trying to implement the code provided in the Waveform Segmentation Using Deep Learning, but I can't seem to find the extractFSSTFeatures helper function used in the last step of the documentation. Can anyone help me?
The documentation can be viewed at the following link: https://it.mathworks.com/help/signal/ug/waveform-segmentation-using-deep-learning.html
"Calculate the FSST of each signal in the training dataset over the frequency range of interest, [0.5, 40] Hz. Treat the real and imaginary parts of the FSST as separate features and feed both components into the network. Furthermore, standardize the training features by subtracting the mean and dividing by the standard deviation. Use a transformed datastore, the extractFSSTFeatures helper function, and the tall function to process the data in parallel."
fsstTrainDs = transform(trainDs,@(x)extractFSSTFeatures(x,250));
fsstTallTrainSet = tall(fsstTrainDs);
fsstTrainData = gather(fsstTallTrainSet);
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Cris LaPierre
2024 年 1 月 25 日
Use the Copy Command button to obtain the code necessary to open the example in your local version of MATLAB. This will download the necessary files to run the example on your computer. One of the files downloaded will be the helper function.
openExample('deeplearning_shared/WaveformSegmentationUsingDeepLearningExample')
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