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This project explores the Brain Wave date collected from 3 different subjects and attempts to classify the EEG values into the 3 of the actions that the user might be thinking of. Some techniques used are Random Forests, Linear Discriminant Analysis and Neural Networks. So far the best results are achieved by feed forward deep neural network.
shichenhao95/Brain-Wave-Classification
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This project explores the Brain Wave date collected from 3 different subjects and attempts to classify the EEG values into the 3 of the actions that the user might be thinking of. Some techniques used are Random Forests, Linear Discriminant Analysis and Neural Networks. So far the best results are achieved by feed forward deep neural network.
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- Python 94.4%
- Makefile 4.5%
- Other 1.1%