Information Theory

Entropy for real valued signal, such as EEG

Wavelet Analysis

Continues and Discrete Wavelet transform, Wavelet packet decomposition

Machine Learning

Basic machine learning models with better visualization. Naive Bayes, Logistic Regression, Decision Trees, MLP, and Kernel Learning

Transform Techniques

Transform techniques not widely available such as Fractional Fourier Transform, DCT, PCA, ICA, Signal decomposition models

Biomedical Signals

Signal Processing techniques specifically for biomedical signals such as EEG, GSR, ECG. Artifact removal techniques


Other miscellaneous algorithms such as LFSR

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