Enhancing DNN Models for EEG/ECoG BCI With a Novel Data-Driven Offline Optimization Method

Keyphrases

• Brain Abnormalities 16%
• Brain Functionality 16%
• Brain-computer Interface 100%
• Data-driven Optimization 16%
• Deep Learning Architectures 16%
• Deep Neural Network 100%
• Electrocorticography (ECoG) 100%
• Electroencephalography 100%
• Exhaustive Search 16%
• Machine Learning 16%
• MI-EEG 16%
• Model Optimization 16%
• Model Performance 16%
• Offline Model 16%
• Offline Optimization 100%
• Optimization Methodology 16%
• Optimization Methods 100%
• Optimization Techniques 16%
• Parameter Values 50%
• Training Parameters 66%
• Transformer Model 33%

Computer Science

• Baseline Model 50%
• Computer Interface 100%
• Deep Neural Network 100%
• Exhaustive Search 16%
• Machine Learning 16%
• Neural Network Architecture 16%
• Neural Network Model 100%
• Optimization Technique 16%
• Parameter Value 50%
• Related Application 16%

Engineering

• Brain-Computer Interface 100%
• Deep Neural Network 100%
• Exhaustive Search 16%
• Motor Imagery 16%
• Network Model 100%
• Neural Network Architecture 16%
• Optimization Method 100%
• Optimization Technique 16%
• Related Application 16%