A Strong and Simple Deep Learning Baseline for BCI Motor Imagery Decoding
We propose EEG-SimpleConv, a straightforward 1D convolutional neural network for Motor Imagery decoding in BCI. Our main motivation is to propose a simple and performing baseline that achieves high classification accuracy, using only standard ingredients from the literature, to serve as a standard f...
| Published in: | IEEE Transactions on Neural Systems and Rehabilitation Engineering |
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| Main Authors: | , , , , , |
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2024-01-01
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| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10654330/ |