dtzfast / EEGClassificationMCNN

Solution for EEG Classification via Multiscale Convolutional Net coded for NeuroHack at Yandex.

EEGClassificationMCNN

Solution for EEG Classification via Multiscale Convolutional Net coded for NeuroHack at Yandex.

Data and MCNN model dump

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