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ar_hmmlearn

Extension of python's hmmlearn library to handle autoregressive observation models

arhmm

carlosloza.github.io

dndbn

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

embedding_transform

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

minimal-mistakes

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

mpp-eeg

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

robomp

Robust Variants of Orthogonal Matching Pursuit for Sparse Representations

robust_ksvd

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

shiftinvariantmccksvd

spiketrainlib

A Matlab library that specializes in manipulating and analyzing spike trains and point processes

spindles-hmm

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

zheng-et-al-nat-comm-2021