Brain-Voyant: A General Purpose Machine-Learning Tool for Real-Time fMRI Whole-Brain Pattern Classification

Keyphrases

• Whole Brain 100%
• Machine Learning System 100%
• Brain Patterns 100%
• Real-time fMRI 100%
• Pattern Classification 100%
• Brain-computer Interface 100%
• Brain Data 100%
• Functional Magnetic Resonance Imaging 50%
• Training Phase 50%
• Visual Categories 50%
• Task-irrelevant 50%
• Free Choice 50%
• Region of Interest 50%
• Delay Time 50%
• Feature Reduction 50%
• Code-based 50%
• Image Classification 50%
• Class number 50%
• Training Model 50%
• Machine Learning Models 50%
• Classification Algorithms 50%
• Neurofeedback 50%
• Multivoxel 50%
• Minimizing Delay 50%
• Feature Classification 50%
• Category Classification 50%
• Motor Execution 50%
• External Object 50%
• Reduction Algorithm 50%
• Process Transfer 50%
• Multiple Classification Tasks 50%
• Process Analysis 50%
• Real-time Functional Magnetic Resonance Imaging 50%
• Cue-based 50%
• Feature Normalization 50%
• Motor Imagery 50%
• Normalization Algorithm 50%
• Virtual Avatar 50%
• Humanoid Robot 50%
• Blood Oxygen Level-dependent Signal 50%
• Interface Experiments 50%

Computer Science

• Machine Learning 100%
• Pattern Classification 100%
• Computer Interface 66%
• Open Source 33%
• time-delay 33%
• Reduction Algorithm 33%
• Training Phase 33%
• Feature Reduction 33%
• Motor Execution 33%
• Humanoid Robots 33%
• Developed Brain 33%
• Classification Algorithm 33%
• Classification Task 33%
• External Object 33%
• Process Analysis 33%