Author
University of ValparaísoORCID 0009-0006-6254-4339Unclaimed ORCID profile · follow to get notified of new preprints
Mutual co-authors in cluster
3 papers
Recent·Most cited
Sonja A. Kotz, Aland Astudillo, David Araya…·Wael El‐Deredy
The paper evaluates the reliability and sensitivity of Hidden semi-Markov models (HsMM) in analyzing resting-state EEG data from Parkinson's Disease patients and healthy controls to classify brain dynamics and assess training effects.
Hernán Hernandez, David Araya, Lázara Liset González Rodríguez…·Wael El‐Deredy
The paper introduces a model that efficiently estimates time-dependent brain connectivity using structural connectivity constraints and sparse MAR parameters.
Nelson J. Trujillo‐Barreto, David Araya, Wael El‐Deredy
This paper introduces Hidden Semi-Markov Models (HSMM) to better model brain state durations in EEG and MEG data compared to traditional HMMs.