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forked from Vyachez/Project_BCI

Code for Brain Computer Interface (BCI) to read data from BCI controller and predict mental 'state'.

www.slavanesterov.com

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MIT license
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abhishek-topwal/OpenBCI_DataAnlaysis

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.ipynb_checkpoints
.ipynb_checkpoints
 
 
Anxiety Classification
Anxiety Classification
 
 
SavedData
SavedData
 
 
User_data
User_data
 
 
__pycache__
__pycache__
 
 
.gitignore
.gitignore
 
 
Brainwave analysis reading vs writing.ipynb
Brainwave analysis reading vs writing.ipynb
 
 
Data_extract.txt
Data_extract.txt
 
 
Filters_tests.ipynb
Filters_tests.ipynb
 
 
HEP.ipynb
HEP.ipynb
 
 
LICENSE
LICENSE
 
 
Normalizedfeatures.csv
Normalizedfeatures.csv
 
 
Normalizedfeatures_test.csv
Normalizedfeatures_test.csv
 
 
Normalizedfeatures_test_anx.csv
Normalizedfeatures_test_anx.csv
 
 
Normalizedfeatures_train.csv
Normalizedfeatures_train.csv
 
 
Normalizedfeatures_train_anx.csv
Normalizedfeatures_train_anx.csv
 
 
README.md
README.md
 
 
RSME (Responses) - Form Responses 1.csv
RSME (Responses) - Form Responses 1.csv
 
 
anx_data_analysis.ipynb
anx_data_analysis.ipynb
 
 
anx_final.py
anx_final.py
 
 
edf_generation.ipynb
edf_generation.ipynb
 
 
features.csv
features.csv
 
 
features_test.csv
features_test.csv
 
 
features_test_anx.csv
features_test_anx.csv
 
 
features_train.csv
features_train.csv
 
 
features_train_anx.csv
features_train_anx.csv
 
 
getFeatures.py
getFeatures.py
 
 
mw_classification.ipynb
mw_classification.ipynb
 
 
mw_data_analysis.ipynb
mw_data_analysis.ipynb
 
 
mw_final.ipynb
mw_final.ipynb
 
 
mw_final.py
mw_final.py
 
 
pilot_study.ipynb
pilot_study.ipynb
 
 
r_w.weights.best.hdf5
r_w.weights.best.hdf5
 
 
report.py
report.py
 
 
requirements.txt
requirements.txt
 
 
temp_HEP.csv
temp_HEP.csv
 
 
temp_scores.csv
temp_scores.csv
 
 
utils.py
utils.py
 
 

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Project_BCI

Updated 10.21.2018:

Requirements:

Python version used: 3.6.4
Functions file: utils.py
Separate file with requirements: requirements.txt

Libraries:

Keras==2.2.0
Keras-Applications==1.0.2
Keras-Preprocessing==1.0.1
matplotlib==2.2.2
numpy==1.13.3
numpydoc==0.7.0
pandas==0.22.0
pandocfilters==1.4.2
scikit-image==0.13.1
scikit-learn==0.19.1
scipy==1.0.0
seaborn==0.8.1

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Code for Brain Computer Interface (BCI) to read data from BCI controller and predict mental 'state'.

www.slavanesterov.com

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  • Jupyter Notebook 99.3%
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