107 citations · 277 across the 10 of their papers we have counts for
11 papers
Accurate and efficient Simulation of very high-dimensional Neural Mass Models with distributed-delay Connectome Tensors
A. González-Mitjans, D. Paz-Linares, A. Areces-Gonzalez +4
This paper introduces methods and a novel toolbox that efficiently integrates any high-dimensional Neural Mass Models (NMMs) specified by two essential components. The first is the…
Estimating the number of available states for normal and tumor tissues in gene expression space
Augusto Gonzalez, Frank Quintela, Dario A. Leon +2
The topology of gene expression space for a set of 12 cancer types is studied by means of an entropy-like magnitude, which allows the characterization of the regions occupied by tu…
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…
Restate the reference for EEG microstate analysis
Shiang Hu, Esin Karahan, Pedro A. Valdes-Sosa
Despite the decades of efforts, the choice of EEG reference is still a debated fundamental issue. Non-neutral reference can inevitably inject the uncontrolled temporal biases into…
Unified Bayesian estimator of EEG reference at infinity: rREST
Shiang Hu, Dezhong Yao, Pedro A. Valdes-Sosa
The choice of reference for electroencephalogram (EEG) is a long-lasting unsolved issue resulting in inconsistent usages and endless debates. Currently, both average reference (AR)…
Critical comments on EEG sensor space dynamical connectivity analysis
Frederik van de Steen, Luca Faes, Esin Karahan +3
Many different analysis techniques have been developed and applied to EEG recordings that allow one to investigate how different brain areas interact. One particular class of metho…
Tensor Analysis and Fusion of Multimodal Brain Images
Esin Karahan, Pedro A. Rojas-Lopez, Maria L. Bringas-Vega +2
Current high-throughput data acquisition technologies probe dynamical systems with different imaging modalities, generating massive data sets at different spatial and temporal reso…
Bidirectional Control of Absence Seizures by the Basal Ganglia: A Computational Evidence
Mingming Chen, Daqing Guo, Tiebin Wang +6
Absence epilepsy is believed to be associated with the abnormal interactions between the cerebral cortex and thalamus. Besides the direct coupling, anatomical evidence indicates th…
Cortical current source connectivity by means of partial coherence fields
Roberto D. Pascual-Marqui, Rolando J. Biscay, Pedro A. Valdes-Sosa +2
An important field of research in functional neuroimaging is the discovery of integrated, distributed brain systems and networks, whose different regions need to work in unison for…