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1. Brain-source-localization Brain-source-localization Public

   In this repository, source localization algorithms such as MNE, WMNE, LORETA, and sLORETA were implemented.

   MATLAB 2

2. Signal-Audio-Image-Denoising-using-Recurrent-Neural-Network-RNN- Signal-Audio-Image-Denoising-using-Recurrent-Neural-Network-RNN- Public

   In this repository, RNN structures were used to denoise various signals and images.

   Jupyter Notebook 2

3. EEG-data-classification-using-Genetic-algorithms EEG-data-classification-using-Genetic-algorithms Public

   In this repository, features were extracted from EEG data and best features were selected for classifying the signals using Genetic Algorithms.

   MATLAB 2

4. EEG-Artifact-Reduction EEG-Artifact-Reduction Public

   In this repository, some blind and semi-blind source separation methods, such as PCA, GEVD, ICA, and DSS, have been implemented to eliminate the EEG artifacts.

   MATLAB 1

5. ecg_kalman_filter ecg_kalman_filter Public

   Adaptive Kalman filter–based FIR framework for ECG lead reconstruction from reduced lead sets. The method models time-varying inter-lead relationships, analyzes innovation consistency and Kalman ga…

   Jupyter Notebook 1

6. EEG-Data-Classification-using-Common-Spatial-Pattern-CSP-method EEG-Data-Classification-using-Common-Spatial-Pattern-CSP-method Public

   In this repository, the CSP algorithm was applied to classify the imagination of foot movement and mental subtraction tasks.

   MATLAB