GRFNet
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- GRFNet open-source PyTorch model for EEG time-series classification
An author on r/MachineLearning introduced GRFNet, an open-source PyTorch model for multichannel time-series classification designed for EEG decoding. The architecture combines random and frozen convolutional kernels with learned spatial filters, dilated convolutions, summary statistics, a learned gate, and a small classification head; the default 22-channel, four-class configuration is described as having 3,847 parameters. The author said a subject-independent evaluation on PhysioNet's EEGMMIDB was still being built, with comparisons against EEGNet and ShallowConvNet planned rather than results already available.
r/MachineLearning · 🔥 0
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