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chmm
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MATLAB codes for reproducing the paper "A New Post-Processing Method Using Latent Structure Influence Models for Channel Fusion in Automatic Sleep Staging"
hmmeegsleep-staginghypnogramsleep-stage-classificationchmmautomated-sleep-stagingxsleepnetseqsleepnettinysleepnetchannel-fusion
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Jan 7, 2024 - MATLAB
A MATLAB toolbox for HMMs, CHMMs & LSIMs in multi-channel data processing, modeling & classification
markov-modelhmmtime-seriesmatlabinferenceeegconnectivitymultichannelhidden-markov-modelbaum-welchtime-series-predictionlsimcoupled-channelstime-series-forecastingmultimodalcoupled-modelchmmlatent-structure-influence-model
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Mar 28, 2024 - MATLAB
MATLAB codes for paper: Tractable Maximum Likelihood Estimation for Latent Structure Influence Models with Applications to EEG & ECoG processing
markov-modelhmmmatlabmarkov-chainstatistical-learningstatistical-inferenceexpectation-maximizationem-algorithmhmm-modeltime-series-analysislsimlatent-structure-influence-modelsinfluence-modelschmm
- Updated
Jan 10, 2024 - MATLAB
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