braindecode.modules.GatherExcite#
- class braindecode.modules.GatherExcite(in_channels: int, seq_len: int = 62, extra_params: bool = False, use_mlp: bool = False, reduction_rate: int = 4)[source]#
Gather-Excite Networks from [Hu2018b].
- Parameters:
in_channels (int) – number of input feature channels
seq_len (int, default=62) – sequence length along temporal dimension
extra_params (bool, default=False) – whether to use a convolutional layer as a gather module
use_mlp (bool, default=False) – whether to use an excite block with fully-connected layers
reduction_rate (int, default=4) – reduction ratio of the excite block (if used)
References
[Hu2018b]Hu, J., Albanie, S., Sun, G., Vedaldi, A., 2018.
Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks. NeurIPS 2018.
Methods