9 citations · 20 across the 6 of their papers we have counts for
6 papers
Multivariate Intrinsic Local Polynomial Regression on Isometric Riemannian Manifolds: Applications to Positive Definite Data
Ronaldo García Reyes, Ying Wang, Min Li +4
The paper introduces a novel non-parametric Riemannian regression method using Isometric Riemannian Manifolds (IRMs). The proposed technique, Intrinsic Local Polynomial Regression…
FKreg: A MATLAB toolbox for fast Multivariate Kernel Regression
Ying Wang, Min Li, Deirel Paz-Linares +2
Kernel smooth is the most fundamental technique for data density and regression estimation. However, time-consuming is the biggest obstacle for the application that the direct eval…
Third Generation MEEG Source Connectivity Analysis Toolbox (BC-VARETA 1.0) and Validation Benchmark
Eduardo Gonzalez-Moreira, Deirel Paz-Linares, Ariosky Areces-Gonzalez +2
This paper presents a new toolbox for MEEG source activity and connectivity estimation: Brain Connectivity Variable Resolution Tomographic Analysis version 1.0 (BC-VARETA 1.0). It…
Identification of oscillatory brain networks with Hidden Gaussian Graphical Spectral models of EEG/MEG
Deirel Paz-Linares, Eduardo Gonzalez-Moreira, Ariosky Areces-Gonzalez +7
Identifying the functional networks underpinning indirectly observed processes poses an inverse problem for neurosciences or other fields. A solution of such inverse problems estim…
Caulking the Leakage Effect in MEEG Source Connectivity Analysis
Eduardo Gonzalez-Moreira, Deirel Paz-Linares, Ariosky Areces-Gonzalez +4
Simplistic estimation of neural connectivity in MEEG sensor space is impossible due to volume conduction. The only viable alternative is to carry out connectivity estimation in sou…
Empirical bayes formulation of the elastic net and mixed-norm models: application to the eeg inverse problem
Deirel Paz-Linares, Mayrim Vega-Hernández, Pedro A. Rojas-López +2
The estimation of EEG generating sources constitutes an Inverse Problem (IP) in Neuroscience. This is an ill-posed problem, due to the non-uniqueness of the solution, and many kind…