moabb.pipelines.utils_deep_model.TCN_block

moabb.pipelines.utils_deep_model.TCN_block(input_layer, input_dimension, depth, kernel_size, filters, dropout, activation)

Temporal Convolutional Network (TCN), TCN_block from [1].

This implementation is taken from code by The Integrated Systems Laboratory of ETH Zurich at iis-eth-zurich/eeg-tcnet

References

[1]

Ingolfsson, T. M., Hersche, M., Wang, X., Kobayashi, N., Cavigelli, L., & Benini, L. (2020, October). EEG-TCNet: An accurate temporal convolutional network for embedded motor-imagery brain–machine interfaces. In 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (pp. 2958-2965). IEEE. https://doi.org/10.48550/arXiv.2006.00622