Python (deep learning and machine learning) for EEG signal processing on the example of recognizing the disease of alcoholism
- How it Works
- Example of result for wavelet transform
- Example of result for Fast Fourier transform
- Example of type of machine learning dataset
- Hardware and Signal processing demonstarations
- Citation
- Licence
Full explanation in the paper - here
I used dataset from this site - here
but in finally I convert the dataset to the next file - "Data_after_convert.csv"
Recognition of alcoholism due to EEG signals, by - machine learning and deep learning, Python
preprocessing folder:
"3.1. Fourier_series.py"
"3.2. filter_WEILET.py"
"3.3. Correlation.py"
prepare dataset by file - "1.start_convert_data.py"
machine learning - "machine_learning_EEG.py"
Example of result for Fast Fourier transform of the two-dimensional (2D) graphics data correlation (Python3.7, matplotlib)
Ralhmatulin, I. (2020). Python (deep learning and machine learning) for EEG signal processing on the example of recognizing the disease of alcoholism. arXiv:2010.11667