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EEG Signal Analysis dengan Python - Coggle Diagram
EEG Signal Analysis dengan Python
Fondasi EEG
Sinyal biologis
Tegangan listrik
Channel dan reference
Sampling rate
Noise dan artefak
Pita frekuensi
Delta
Theta
Alpha
Mu
Beta
Gamma
Lingkungan Python
Jupyter atau Colab
Virtual environment
NumPy dan SciPy
Pandas
Matplotlib dan Seaborn
MNE-Python
Git dan reproducibility
Data EEG
Format data
FIF
EDF
BrainVision
CSV
XDF
Metadata
Sampling rate
Channel
Events
Annotations
Missing data
Quality control
Drift
Noise listrik
Kedipan mata
Artefak otot
Gerakan
Kontak elektroda
Preprocessing
Filtering
High-pass
Low-pass
Band-pass
Notch
Referencing
Average reference
Linked mastoid
Reference perangkat
Epoching
Event marker
Baseline correction
Rejection
Artefact removal
ICA
EOG dan EMG
Sensor gerak
Robust rejection
Analisis Sinyal
Domain waktu
Amplitude
Latency
RMS
Peak
Variabilitas
Domain frekuensi
FFT
PSD
Welch method
Absolute power
Relative power
Time-frequency
STFT
Morlet wavelet
ERD dan ERS
ERP
Evoked response
Oddball
Auditory ERP
Visual ERP
Connectivity
Coherence
Phase locking
Connectivity matrix
Volume conduction
Statistik dan Machine Learning
Statistik
Effect size
Confidence interval
Permutation test
Multiple comparison
Cluster-based test
Feature engineering
Band power
Entropy
Connectivity
Time-frequency summary
Machine learning
Logistic regression
SVM
Random forest
Gradient boosting
Validasi
Train validation test
GroupKFold
Leave-one-subject-out
AUROC
Balanced accuracy
F1-score
Data leakage
Deep Learning
CNN 1D
CNN 2D
MLP
Temporal model
Self-supervised learning
Overfitting
Interpretability
Muse 2
Kanal EEG
AF7
AF8
TP9
TP10
Reference Fpz
Data tambahan
Accelerometer
Gyroscope
Signal quality
Battery
CSV dan raw data
BlueMuse
Lab Streaming Layer
Keterbatasan
Kanal terbatas
Artefak gerak
Kontak sensor
Tidak untuk diagnosis tunggal
Real-time EEG
Bluetooth
LSL stream
Buffer
Sliding window
Latency
Timestamp drift
Online filtering
Biofeedback
Studi Kasus
Berger effect
Mata terbuka
Mata tertutup
Alpha peak
Cognitive workload
N-back
Stroop
Mental rotation
Stuttering
Speech onset
Fluent versus stuttered
Pra-ujaran
EEG-only
Audio-only
Multimodal
Neurofeedback alpha
Kalibrasi
Feedback auditori
Perubahan within-subject
Reproducible Research
Struktur repository
Data dictionary
Configuration
Requirements
Version control
Preregistration
Data privacy
Figure publikasi
Limitations