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MNE/Keras/Tensorflow library for classification of EEG data |
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MNE/Keras/Tensorflow library for classification of EEG data |
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* [Kyle E. Mathewson](https://github.com/kylemath) |
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* [Kyle E. Mathewson](https://github.com/kylemath) |
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* [Kory W. Mathewson](https://github.com/korymath) |
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* [Kory W. Mathewson](https://github.com/korymath) |
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DeepEEG is a Keras/Tensorflow deep learning library that processes EEG trials or raw files from the MNE toolbox as input and predicts binary trial category as output (could scale to multiclass?). |
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DeepEEG is a Keras/Tensorflow deep learning library that processes EEG trials or raw files from the MNE toolbox as input and predicts binary trial category as output (could scale to multiclass?). |
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CAN 2019 Poster presentation on DeepEEG - https://docs.google.com/presentation/d/1hO9wKwBVvfXDtUCz7kVRc0A6BsSwX-oVBsDMgrFwLlg/edit?usp=sharing |
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CAN 2019 Poster presentation on DeepEEG - https://docs.google.com/presentation/d/1hO9wKwBVvfXDtUCz7kVRc0A6BsSwX-oVBsDMgrFwLlg/edit?usp=sharing |
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## Collab notebooks for cloud compution |
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## Collab notebooks for cloud compution |
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* https://arxiv.org/abs/1511.06448 |
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* https://arxiv.org/abs/1511.06448 |
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* https://github.com/ml4a |
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* https://github.com/ml4a |
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* http://oxfordre.com/neuroscience/view/10.1093/acrefore/9780190264086.001.0001/acrefore-9780190264086-e-46 |
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* http://oxfordre.com/neuroscience/view/10.1093/acrefore/9780190264086.001.0001/acrefore-9780190264086-e-46 |
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* https://arxiv.org/pdf/1811.10111.pdf |
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* https://arxiv.org/pdf/1811.10111.pdf |
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Datasets
Models
