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1. DNDBN DNDBN Public

   Probabilistic modeling of time series based on Deep Neural Hidden Semi-Markov Models. Biosignals-specific (EEG) implementation.

   Python 2

2. spindles-HMM spindles-HMM Public

   A new take on EEG sleep spindles detection exploiting a generative model (dynamic bayesian network) to characterize reoccurring dynamical regimes of single-channel EEG.

   MATLAB 5 2

3. RobOMP RobOMP Public

   Robust Variants of Orthogonal Matching Pursuit for Sparse Representations

   Jupyter Notebook 1

4. Robust_KSVD Robust_KSVD Public

   MATLAB and Python code to implement Robust Dictionary Learning exploiting KSVD variants.

   MATLAB 3 1

5. MPP-EEG MPP-EEG Public

   Matlab code that decomposes EEG, ECoG or LFP data exploiting a Marked Point Process (MPP) framework

   MATLAB 1 3

6. Embedding_Transform Embedding_Transform Public

   MATLAB code corresponding to the paper "The Embedding Transform. A Novel Analysis of Non-Stationarity in the EEG"

   MATLAB 1