GitHub - bareeha349/fyp: This project uses EEG signals from the NeuroSky MindWave headset to control 2D cursor movement. Real-time attention and blink data are processed using machine learning (SVM) to enable brain–computer interface (BCI) functionality for hands-free interaction.

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
__pycache__		__pycache__
collection of data		collection of data
data		data
fyp cursor		fyp cursor
sessions		sessions
.gitignore.txt		.gitignore.txt
EEG_Data.py		EEG_Data.py
EEG_data.csv		EEG_data.csv
EEGsample.csv		EEGsample.csv
SVM_model.py		SVM_model.py
TESTING DATA.csv		TESTING DATA.csv
TRAINING DATA.csv		TRAINING DATA.csv
TRAININGSETINCREASING.csv		TRAININGSETINCREASING.csv
VALIDATION.csv		VALIDATION.csv
blink.py		blink.py
blink_data.csv		blink_data.csv
cursor.py		cursor.py
data.csv		data.csv
data_test.csv		data_test.csv
data_train.csv		data_train.csv
dataclean.py		dataclean.py
datacollect.py		datacollect.py
dataset.py		dataset.py
directions.py		directions.py
eegAHHH.csv		eegAHHH.csv
eeg_new.csv		eeg_new.csv
eegtry2.csv		eegtry2.csv
fyp_cursor.py		fyp_cursor.py
fyp_game.py		fyp_game.py
knn and rf		knn and rf
knn_cursor_control_model.pkl		knn_cursor_control_model.pkl
label_encoder.pkl		label_encoder.pkl
mindwave.log		mindwave.log
models.py		models.py
read data.py		read data.py
rf_cursor_control_model.pkl		rf_cursor_control_model.pkl
testing.py		testing.py
try.py		try.py
updatedEEG.csv		updatedEEG.csv
updated_data_train.csv		updated_data_train.csv
updated_data_with_predictions.csv		updated_data_with_predictions.csv

About

This project uses EEG signals from the NeuroSky MindWave headset to control 2D cursor movement. Real-time attention and blink data are processed using machine learning (SVM) to enable brain–computer interface (BCI) functionality for hands-free interaction.

eeg bci neurosky-mindwave-headset