kiselev1189 / Eegclassificationmcnn
Solution for EEG Classification via Multiscale Convolutional Net coded for NeuroHack at Yandex.
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EEGClassificationMCNN
Solution for EEG Classification via Multiscale Convolutional Net coded for NeuroHack at Yandex.
WARNING
Refactoring is in progress, this code is not entirely readable.
Models
- Multifilter Convnet: Apply 1D Convolutions of various filter size to input timeseries and concatenate outputs to obtain the embedding
- Multiscale Convnet: Apply 1D Convolution and Global Max Pooling to input timeseries resampled at different scales and concatenate outputs to obtain the embedding
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