Signal processing and analysis
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AI and Machine Learning
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Basic concepts and types
Ethical Governance
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Neuroanatomy
Neurophysiology
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Signal processing and analysis
System components
Time-domain Feature
السمة في المجال الزمني
Numeric features directly calculated from signal amplitude fluctuations over time.
Time–Frequency Analysis / Temporal-Spectral Analysis
التحليل الزمني–الترددي
Combined temporal and spectral decomposition for understanding dynamic neural patterns.
Topographic Mapping
الخرائط الطبوغرافية
Visual representation of spatial brain activation (e.g., EEG scalp map).
Wavelet Transform
التحويل بالمويجات
A time–frequency method enabling localized analysis of nonstationary brain signals by decomposing them at multiple scales.
Windowing
تقسيم الإشارة إلى نوافذ زمنية
Dividing continuous neural data into short segments (windows) for localized or real-time analysis.