Speed: Scalable Preprocessing of EEG Data for Self-Supervised Learning

Keyphrases

• Correction Process 20%
• Downstream Task 20%
• Electroencephalography 60%
• Electroencephalography Data 100%
• High-frequency Noise 20%
• Large Animal Model 20%
• Large Data Volumes 20%
• Large-scale Data 20%
• Manual Correction 20%
• Manual Validation 20%
• Performance Enhancement 20%
• Preprocessing pipeline 20%
• Preprocessing Techniques 20%
• Python 20%
• Self-supervised Learning 100%
• Semi-supervised Training 20%
• Supervised Methods 20%
• Unlabeled Data 20%
• Validation Process 20%

Computer Science

• Enhance Performance 20%
• Large Scale Data 20%
• Preprocessing 20%
• Self-Supervised Learning 100%
• Supervised Method 20%
• Unlabeled Data 20%
• Validation Process 20%

Psychology

• Supervised Training 100%