Enhancing P300 Detection in Brain-Computer Interfaces with Interpretable Post-processing of Recurrent Neural Networks

Mathematics

• Post-processing 100%
• Neural Networks 77%
• Brain-computer Interface 74%
• Event-related Potentials 70%
• Module 41%
• Signal Control 29%
• Interpretability 27%
• Recurrent Neural Networks 26%
• Logistic Regression 22%
• Movement 20%
• Internal 16%
• Performance 12%
• Model 6%

Engineering & Materials Science

• Brain computer interface 93%
• Neural networks 49%
• Logistic regression 45%
• Recurrent neural networks 42%