AI and Machine Learning
4 terms
All
AI and Machine Learning
Applications
Basic concepts and types
Ethical Governance
Experimental designs and setups
Feedback and stimulations
Modalities
Neuroanatomy
Neurophysiology
Protocols and paradigms
Signal processing and analysis
System components
Classifier
المصنِّف
A machine learning algorithm that learns to assign a label (e.g., move left or select letter B) to a pattern of neural activity. Common examples include
Convolutional Neural Network (CNN)
الشبكة العصبية الالتفافية
A deep learning model effective at detecting spatial structures within EEG or neuroimaging data.
Cross-Validation
التحقق المتقاطع
A statistical method to evaluate model performance across different subsets of brain data.
Cross-validation
التحقق المتقاطع
Statistical method to assess how well a predictive model will generalize to new, unseen neural data.