braindecode.models.HybridNet

class braindecode.models.HybridNet(in_chans, n_classes, input_window_samples)

Hybrid ConvNet model from Schirrmeister et al 2017.

See [Schirrmeister2017] for details.

References

Schirrmeister2017

Schirrmeister, R. T., Springenberg, J. T., Fiederer, L. D. J., Glasstetter, M., Eggensperger, K., Tangermann, M., Hutter, F. & Ball, T. (2017). Deep learning with convolutional neural networks for EEG decoding and visualization. Human Brain Mapping , Aug. 2017. Online: http://dx.doi.org/10.1002/hbm.23730

Methods

forward(x)

Forward pass.

Parameters

x: torch.Tensor

Batch of EEG windows of shape (batch_size, n_channels, n_times).