Skip to content

Commit

Permalink
Update README.md
Browse files Browse the repository at this point in the history
  • Loading branch information
zabir-nabil committed Sep 6, 2021
1 parent 944b007 commit 7c3d304
Showing 1 changed file with 25 additions and 0 deletions.
25 changes: 25 additions & 0 deletions README.md
Expand Up @@ -5,6 +5,16 @@ email: zabiralnazi@yahoo.com

Running Matlab Scripts: https://youtu.be/AeRMO98-URc

There are motor imagery EEG classification code for 3 projects in this repository.

1. Matlab-based baseline for EEG classification. `(minimal matlab)`

2. Classification of motor imagery EEG signals with multi-input convolutional neural network by augmenting STFT. (https://www.researchgate.net/publication/335241301_Classification_of_Motor_Imagery_EEG_Signals_with_multi-input_Convolutional_Neural_Network_by_augmenting_STFT) `(STFT_CNN_benchmark.ipynb, bci_4_tl_sub1.ipynb, bci_4_tl_sub2.ipynb)`

3. Motor Imagery EEG Classification Using Random Subspace Ensemble Network with Variable Length Features. (https://www.researchgate.net/publication/350403311_Motor_Imagery_EEG_Classification_Using_Random_Subspace_Ensemble_Network_with_Variable_Length_Features)



Citation(s):

```
Expand All @@ -20,6 +30,19 @@ BibTex:
http://biomed.bas.bg/bioautomation/2021/vol_25.1/toc.html
doi: 10.7546/ijba.2021.25.1.000611

```
@article{al2021motor,
title={Motor Imagery EEG Classification Using Random Subspace Ensemble Network with Variable Length Features},
author={Al Nazi, Zabir and Hossain, ABM Aowlad and Islam, Md Monirul},
journal={International Journal Bioautomation},
volume={25},
number={1},
pages={13},
year={2021},
publisher={Bulgarska Akademiya na Naukite/Bulgarian Academy of Sciences}
}
```

```
@inproceedings{shovon2019classification,
title={Classification of motor imagery eeg signals with multi-input convolutional neural network by augmenting stft},
Expand All @@ -31,3 +54,5 @@ doi: 10.7546/ijba.2021.25.1.000611
}
```



0 comments on commit 7c3d304

Please sign in to comment.