chmm

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sajjadkarimi91 / lsim-sleep-fusion

MATLAB codes for reproducing the paper "A New Post-Processing Method Using Latent Structure Influence Models for Channel Fusion in Automatic Sleep Staging"

hmm eeg sleep-staging hypnogram sleep-stage-classification chmm automated-sleep-staging xsleepnet seqsleepnet tinysleepnet channel-fusion

Updated Jan 7, 2024
MATLAB

sajjadkarimi91 / chmm-lsim-matlab-toolbox

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A MATLAB toolbox for HMMs, CHMMs & LSIMs in multi-channel data processing, modeling & classification

markov-model hmm time-series matlab inference eeg connectivity multichannel hidden-markov-model baum-welch time-series-prediction lsim coupled-channels time-series-forecasting multimodal coupled-model chmm latent-structure-influence-model

Updated Mar 28, 2024
MATLAB

sajjadkarimi91 / tractable-mle-lsims

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MATLAB codes for paper: Tractable Maximum Likelihood Estimation for Latent Structure Influence Models with Applications to EEG & ECoG processing

markov-model hmm matlab markov-chain statistical-learning statistical-inference expectation-maximization em-algorithm hmm-model time-series-analysis lsim latent-structure-influence-models influence-models chmm

Updated Jan 10, 2024
MATLAB

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