ambitious-octopus / MI-EEG-1D-CNN

A new approach based on a 10-layer one-dimensional convolution neural network (1D-CNN) to classify five brain states (four MI classes plus a 'baseline' class) using a data augmentation algorithm and a limited number of EEG channels. Paper: https://doi.org/10.1088/1741-2552/ac4430

Date Created 2020-03-04 (4 years ago)
Commits 237 (last one 2 years ago)
Stargazers 158 (0 this week)
Watchers 4 (0 this week)
Forks 18
License gpl-3.0
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ambitious-octopus/MI-EEG-1D-CNN is also tagged with popular topics, for these it's ranked: neuroscience (#61/175)

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ambitious-octopus/MI-EEG-1D-CNN has Github issues enabled, there is 1 open issue and 16 closed issues.

There have been 1 release, the latest one was published on 2022-01-17 (2 years ago) with the name Yellow Silver Siberian-Husky.

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ambitious-octopus/MI-EEG-1D-CNN

updated: 2024-11-06 @ 06:18pm, id: 244934113 / R_kgDODpll4Q