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FGPat18: Feynman graph pattern-based language detection model using EEG signals

Serkan Kirik,Sengul Dogan,Mehmet Baygin,Prabal Datta Barua,Caner Feyzi Demir,Tugce Keles,Arif Metehan Yildiz,Nursena Baygin,Ilknur Tuncer,Turker Tuncer,Ru-San Tan,U. Rajendra Acharya

Biomedical Signal Processing and Control（2023）

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Abstract
•An EEG language detection dataset was collected.•Quantum-inspired feature extraction functions (FGPat) have been presented.•A new feature engineering model (FGPat18) has been presented.•Our proposal attained high classification accuracies with both LOSO CV and 10-fold CV.
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Key words
language detection model,graph,pattern-based
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