Browsing ODA Open Digital Archive by Author "Ombao, Hernando"
Now showing items 1-3 of 3
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Smooth online parameter estimation for time varying VAR models with application to rat local field potential activity data
El Yaagoubi Bourakna, Anass; Pinto-Orellana, Marco Antonio; Fortin, Norbert; Ombao, Hernando (Peer reviewed; Journal article, 2023)Multivariate time series data appear often as realizations of non-stationary processes where the covariance matrix or spectral matrix smoothly evolve over time. Most of the current approaches estimate the time-varying ... -
Spectral dependence
Ombao, Hernando; Pinto-Orellana, Marco Antonio (Peer reviewed; Journal article, 2022) -
Unleashing the potential of fNIRS with machine learning: classification of fine anatomical movements to empower future brain-computer interface
Khan, Haroon; Khadka, Rabindra; Sultan, Malik Shahid; Yazidi, Anis; Ombao, Hernando; Mirtaheri, Peyman (Peer reviewed; Journal article, 2024)In this study, we explore the potential of using functional near-infrared spectroscopy (fNIRS) signals in conjunction with modern machine-learning techniques to classify specific anatomical movements to increase the number ...