carlosloza

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.

Robust_KSVD

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

DNDBN

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

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

ar_hmmlearn

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

ARHMM

carlosloza.github.io

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.

ShiftInvariantMCCKSVD

spiketrainlib

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

Zheng-et-al-Nat-Comm-2021