A comparison of non-linear non-parametric models for epilepsy data. - Fumikazu Miwakeichi; Ruben Ramirez-Padron; Pedro A. Valdés-Sosa; Tohru Ozaki (Comput. Biol. Medicine, 2001)

Topographic Time-Frequency Decomposition of the EEG. - Thomas Koenig; Felipe Marti-Lopez; Pedro A. Valdés-Sosa (NeuroImage, 2001)

Millisecond by Millisecond, Year by Year: Normative EEG Microstates and Developmental Stages. - Thomas Koenig; Leslie S. Prichep; Dietrich Lehmann; Pedro A. Valdés-Sosa; Elisabeth Braeker; Horst Kleinlogel; Robert Isenhart; E. Roy John (NeuroImage, 2002)

Random Field-Union Intersection tests for EEG/MEG imaging. - Felix Carbonell; Lídice Galán; Pedro A. Valdés-Sosa; Keith J. Worsley; Rolando J. Biscay; L. Díaz-Comas; Maria Antonieta Bobes; Mario Parra-Rodriguez (NeuroImage, 2004)

A solution to the dynamical inverse problem of EEG generation using spatiotemporal Kalman filtering. - Andreas Galka; Okito Yamashita; Tohru Ozaki; Rolando J. Biscay; Pedro A. Valdés-Sosa (NeuroImage, 2004)

Exploratory EEG data analysis for psychophysiological experiments. - José L. Marroquín; Thalía Harmony; Verónica Rodríguez; Pedro A. Valdés-Sosa (NeuroImage, 2004)

Concurrent EEG/fMRI analysis by multiway Partial Least Squares. - Eduardo Martínez-Montes; Pedro A. Valdés-Sosa; Fumikazu Miwakeichi; Robin I. Goldman; Mark S. Cohen (NeuroImage, 2004)

Decomposing EEG data into space-time-frequency components using Parallel Factor Analysis. - Fumikazu Miwakeichi; Eduardo Martínez-Montes; Pedro A. Valdés-Sosa; Nobuaki Nishiyama; Hiroaki Mizuhara; Yoko Yamaguchi (NeuroImage, 2004)

Bayesian model averaging in EEG/MEG imaging. - Nelson J. Trujillo-Barreto; Eduardo Aubert-Vázquez; Pedro A. Valdés-Sosa (NeuroImage, 2004)

Spatio-temporal autoregressive models defined over brain manifolds. - Pedro A. Valdés-Sosa (Neuroinformatics, 2004)

Corrigendum to "Concurrent EEG/fMRI analysis by multiway partial least squares" [NeuroImage 22 (2004) 1023-1034]. - Eduardo Martínez-Montes; Pedro A. Valdés-Sosa; Fumikazu Miwakeichi; Robin I. Goldman; Mark S. Cohen (NeuroImage, 2005)

Brain electrical tomography (BET) analysis of induced gamma band responses during a simple object recognition task. - Thomas Gruber 005; Nelson J. Trujillo-Barreto; Claire-Marie Giabbiconi; Pedro A. Valdés-Sosa; Matthias M. Müller 001 (NeuroImage, 2006)

Decomposing EEG Data into Space-Time-Frequency Components Using Parallel Factor Analysis and Its Relation with Cerebral Blood Flow. - Fumikazu Miwakeichi; Pedro A. Valdés-Sosa; Eduardo Aubert-Vázquez; Jorge Bosch-Bayard; Jobu Watanabe; Hiroaki Mizuhara; Yoko Yamaguchi (ICONIP (1), 2007)

Latin American Brain Mapping Network (LABMAN). - Kâmil Uludag; Alan C. Evans; Valeria Della-Maggiore; S. Kochen; E. Amaro; O. Sierra; Pedro A. Valdés-Hernández; V. Medina; Pedro A. Valdés-Sosa (NeuroImage, 2009)

Surface area and cortical thickness descriptors reveal different attributes of the structural human brain networks. - Gretel Sanabria-Diaz; Lester Melie-García; Yasser Iturria-Medina; Yasser Alemán-Gómez; Gertrudis Hernández-González; Lourdes Valdés-Urrutia; Lídice Galán; Pedro A. Valdés-Sosa (NeuroImage, 2010)

White matter architecture rather than cortical surface area correlates with the EEG alpha rhythm. - Pedro A. Valdés-Hernández; Alejandro Ojeda-González; Eduardo Martínez-Montes; Agustin Lage-Castellanos; Trinidad Virués-Alba; Lourdes Valdés-Urrutia; Pedro A. Valdés-Sosa (NeuroImage, 2010)

Causal Time Series Analysis of Functional Magnetic Resonance Imaging Data. - Alard Roebroeck; Anil K. Seth; Pedro A. Valdés-Sosa (NIPS Mini-Symposium on Causality in Time Series, 2011)

Effective connectivity: Influence, causality and biophysical modeling. - Pedro A. Valdés-Sosa; Alard Roebroeck; Jean Daunizeau; Karl J. Friston (NeuroImage, 2011)

3D Statistical Parametric Mapping of quiet sleep EEG in the first year of life. - Jorge Bosch-Bayard; Pedro A. Valdés-Sosa; Thalía Fernandez; Gloria Otero; Bernardo Pliego Rivero; Josefina Ricardo-Garcell; Berta González-Frankenberger; Lídice Galán-García; Antonio Fernández-Bouzas; Eduardo Aubert-Vázquez; Agustin Lage-Castellanos; René Rodríguez-Valdés; et al. (NeuroImage, 2012)

Spatio-temporal Granger causality: A new framework. - Qiang Luo; Wenlian Lu; Wei Cheng 002; Pedro A. Valdés-Sosa; Xiaotong Wen; Mingzhou Ding; Jianfeng Feng (NeuroImage, 2013)

Interoperable atlases of the human brain. - Katrin Amunts; Michael Hawrylycz; David C. Van Essen; John D. Van Horn; Noam Harel; Jean-Baptiste Poline; Federico De Martino; Jan G. Bjaalie; Ghislaine Dehaene-Lambertz; Stanislas Dehaene; Pedro A. Valdés-Sosa; Bertrand Thirion; et al. (NeuroImage, 2014)

Simultaneous EEG-fMRI: Trial level spatio-temporal fusion for hierarchically reliable information discovery. - Li Dong 003; Diankun Gong; Pedro A. Valdés-Sosa; Yang Xia; Cheng Luo; Peng Xu 001; Dezhong Yao 001 (NeuroImage, 2014)

Bidirectional Control of Absence Seizures by the Basal Ganglia: A Computational Evidence. - Mingming Chen; Daqing Guo; Tiebin Wang; Wei Jing; Yang Xia; Peng Xu 001; Cheng Luo; Pedro A. Valdés-Sosa; Dezhong Yao 001 (PLoS Comput. Biol., 2014)

Differentiating Between Psychogenic Nonepileptic Seizures and Epilepsy Based on Common Spatial Pattern of Weighted EEG Resting Networks. - Peng Xu 001; Xiuchun Xiong; Qing Xue; Peiyang Li; Rui Zhang 018; Zhenyu Wang 003; Pedro A. Valdés-Sosa; Yuping Wang; Dezhong Yao 001 (IEEE Trans. Biomed. Eng., 2014)

Characterizing nonlinear relationships in functional imaging data using eigenspace maximal information canonical correlation analysis (emiCCA). - Li Dong 003; Yangsong Zhang; Rui Zhang 018; Xingxing Zhang; Diankun Gong; Pedro A. Valdés-Sosa; Peng Xu 001; Cheng Luo; Dezhong Yao 001 (NeuroImage, 2015)

Tensor Analysis and Fusion of Multimodal Brain Images. - Esin Karahan; Pedro A. Rojas-Lopez; Maria L. Bringas-Vega; Pedro A. Valdés-Hernández; Pedro A. Valdés-Sosa (Proc. IEEE, 2015)

Gait Rhythm Fluctuation Analysis for Neurodegenerative Diseases by Empirical Mode Decomposition. - Peng Ren 002; Shanjiang Tang; Fang Fang; Lizhu Luo; Lei Xu 022; Maria L. Bringas-Vega; Dezhong Yao 001; Keith M. Kendrick; Pedro A. Valdés-Sosa (IEEE Trans. Biomed. Eng., 2017)

Results Obtained by Combining Different Estimators of EEG Connectivity Become Uninterpretable If the Underlying Models Are Incompatible. - Thomas Koenig; Pedro A. Valdés-Sosa (Brain Connect., 2018)

Multi-subject hierarchical inverse covariance modelling improves estimation of functional brain networks. - Giles L. Colclough; Mark W. Woolrich; Samuel J. Harrison; Pedro A. Rojas-Lopez; Pedro A. Valdés-Sosa; Stephen M. Smith 001 (NeuroImage, 2018)

Electrophysiological Brain Connectivity: Theory and Implementation. - Bin He 002; Laura Astolfi; Pedro A. Valdés-Sosa; Daniele Marinazzo; Satu Palva; Christian-George Bénar; Christoph M. Michel; Thomas Koenig (IEEE Trans. Biomed. Eng., 2019)

Movement Symmetry Assessment by Bilateral Motion Data Fusion. - Peng Ren 002; Shiang Hu; Zhenfeng Han; Qing Wang 038; Shuxia Yao; Zhao Gao; Jiangming Jin; Maria L. Bringas-Vega; Dezhong Yao 001; Bharat B. Biswal; Pedro A. Valdés-Sosa (IEEE Trans. Biomed. Eng., 2019)

Computational tool to study high dimensional dynamic in NMM. - Anisleidy González Mitjans; Deirel Paz-Linares; Ariosky Areces-Gonzalez; Min Li 027; Y. Wang; Maria L. Bringas-Vega; Pedro A. Valdés-Sosa (CoRR, 2020)

A Quantitative EEG Toolbox for the MNI Neuroinformatics Ecosystem: Normative SPM of EEG Source Spectra. - Jorge Bosch-Bayard; Eduardo Aubert-Vázquez; Shawn T. Brown; Christine Rogers; Gregory Kiar; Tristan Glatard; Lalet Scaria; Lídice Galán-García; Maria L. Bringas-Vega; Trinidad Virués-Alba; Armin Taheri; Samir Das; et al. (Frontiers Neuroinformatics, 2020)

Brain status modeling with non-negative projective dictionary learning. - Mingli Zhang; Christian Desrosiers; Yuhong Guo; Budhachandra S. Khundrakpam; Noor Al-Sharif; Gregory Kiar; Pedro A. Valdés-Sosa; Jean-Baptiste Poline; Alan C. Evans (NeuroImage, 2020)

WeBrain: A web-based brainformatics platform of computational ecosystem for EEG big data analysis. - Li Dong 003; Jianfu Li; Qiunan Zou; Yufan Zhang; Lingling Zhao; Xin Wen; Jinnan Gong; Fali Li; Tiejun Liu; Alan C. Evans; Pedro A. Valdés-Sosa; Dezhong Yao 001 (NeuroImage, 2021)

Neurodevelopmental effects of childhood malnutrition: A neuroimaging perspective. - Janina R. Galler; Maria L. Bringas-Vega; Qin Tang; Arielle G. Rabinowitz; Kamarul Imran Musa; Wen Jia Chai; Hazim Omar; Muhammad Riddha Abdul Rahman; Aini Ismafairus Abd Hamid; Jafri Malin Abdullah; Pedro A. Valdés-Sosa (NeuroImage, 2021)

FKreg: A MATLAB toolbox for fast Multivariate Kernel Regression. - Ying Wang 061; Min Li 027; Deirel Paz-Linares; Maria L. Bringas-Vega; Pedro A. Valdés-Sosa (CoRR, 2022)

Editorial: Brain Modeling of Neurogenerative Disorders. - Jorge Gulín-González; Maria L. Bringas-Vega; Eduardo Martínez-Montes; Petra Ritter; Ana Solodkin; Mitchell Joseph Valdés-Sosa; Pedro Antonio Valdés-Sosa (Frontiers Neuroinformatics, 2022)

Early protein energy malnutrition impacts life-long developmental trajectories of the sources of EEG rhythmic activity. - Jorge Bosch-Bayard; Fuleah A. Razzaq; Carlos Lopez-Naranjo; Ying Wang 061; Min Li 027; Lídice Galán-García; Ana Calzada-Reyes; Trinidad Virués-Alba; Arielle G. Rabinowitz; Carlos Suarez-Murias; Yanbo Guo; Manuel Sanchez-Castillo; et al. (NeuroImage, 2022)

Neuroimaging and global health. - Maria L. Bringas-Vega; Christoph M. Michel; Shekar Saxena; Tonya White; Pedro A. Valdés-Sosa (NeuroImage, 2022)

Harmonized-Multinational qEEG norms (HarMNqEEG). - Min Li 027; Ying Wang 061; Carlos Lopez-Naranjo; Shiang Hu; Ronaldo César García Reyes; Deirel Paz-Linares; Ariosky Areces-Gonzalez; Aini Ismafairus Abd Hamid; Alan C. Evans; Alexander N. Savostyanov; Ana Calzada-Reyes; Arno Villringer; et al. (NeuroImage, 2022)

Cancer Segmentation by Entropic Analysis of Ordered Gene Expression Profiles. - Ania Mesa-Rodríguez; Augusto Gonzalez; Ernesto Estevez-Rams; Pedro A. Valdés-Sosa (Entropy, 2022)

Parallel Log Spectra index (PaLOSi): a quality metric in large scale resting EEG preprocessing. - Shiang Hu; Jie Ruan; Nicolas Langer; Jorge Bosch-Bayard; Zhao Lv; Dezhong Yao 001; Pedro Antonio Valdés-Sosa (CoRR, 2023)

How do the resting EEG preprocessing states affect the outcomes of postprocessing? - Shiang Hu; Jie Ruan; Juan Hou; Pedro Antonio Valdés-Sosa; Zhao Lv (CoRR, 2023)

Automatic quality control of the numerical accuracy of EEG lead fields. - Usama Riaz; Fuleah A. Razzaq; Ariosky Areces-Gonzalez; Maria Carla Piastra; Maria L. Bringas-Vega; Deirel Paz-Linares; Pedro A. Valdés-Sosa (NeuroImage, 2023)

Accurate and Efficient Simulation of Very High-Dimensional Neural Mass Models with Distributed-Delay Connectome Tensors. - Anisleidy González Mitjans; Deirel Paz-Linares; Carlos Lopez-Naranjo; Ariosky Areces-Gonzalez; Min Li 027; Ying Wang 061; Ronaldo César García Reyes; Maria L. Bringas-Vega; Ludovico Minati; Alan C. Evans; Pedro A. Valdés-Sosa (NeuroImage, 2023)

Intra-V1 functional networks and classification of observed stimuli. - Marlis Ontivero-Ortega; Jorge Iglesias-Fuster; Jhoanna Perez-Hidalgo; Daniele Marinazzo; Mitchell Valdés-Sosa; Pedro A. Valdés-Sosa (Frontiers Neuroinformatics, 2024)

Brain health in diverse settings: How age, demographics and cognition shape brain function. - Hernan Hernandez; Sandra Baez; Vicente Medel; Sebastian Moguilner; Jhosmary Cuadros; Hernando Santamaría-García; Enzo Tagliazucchi; Pedro A. Valdés-Sosa; Francisco Lopera; John Fredy Ochoa-Gómez; Alfredis González-Hernández; Jasmin Bonilla-Santos; et al. (NeuroImage, 2024)

Activation network improves spatiotemporal modelling of human brain communication processes. - Xucheng Liu; Ze Wang 001; Shun Liu; Lianggeng Gong; Pedro A. Valdés-Sosa; Benjamin Becker; Tzyy-Ping Jung; Xi-jian Dai; Feng Wan (NeuroImage, 2024)

$ bm{ xi}$-$ bm{ pi}$: A Nonparametric Model for Neural Power Spectra Decomposition. - Shiang Hu; Zhihao Zhang; Xiaochu Zhang; Xiaopei Wu; Pedro A. Valdés-Sosa (IEEE J. Biomed. Health Informatics, 2024)

Modeling and experimental circuit implementation of fractional single-transistor chaotic oscillators. - Longxiang Fu; Wanting Zhu; Bo Yu; Yaoyao Zhang; Pedro Antonio Valdés-Sosa; Chunbiao Li; Leonardo Ricci; Mattia Frasca; Ludovico Minati (Appl. Math. Comput., 2025)

How do the resting EEG preprocessing states affect the outcomes of postprocessing? - Shiang Hu; Jie Ruan; Pedro Antonio Valdés-Sosa; Zhao Lv (NeuroImage, 2025)

Exploring the distribution of connectivity weights in resting-state EEG networks. - Shiang Hu; Xiao Gong; Xiaolong Huang; Jie Ruan; Pedro Antonio Valdés-Sosa (CoRR, 2025)

GANORM: Lifespan Normative Modeling of EEG Network Topology based on Multinational Cross-Spectra. - Shiang Hu; Xiaolong Huang; Yifan Hu; Xue Xiang; Xiaoliang Sheng; Debin Zhou; Pedro A. Valdés-Sosa (CoRR, 2025)

EEG Foundation Challenge: From Cross-Task to Cross-Subject EEG Decoding. - Bruno Aristimunha; Dung Truong; Pierre Guetschel; Seyed Yahya Shirazi; Isabelle Guyon; Alexandre R. Franco; Michael P. Milham; Aviv Dotan; Scott Makeig; Alexandre Gramfort; Jean-Remi King; Marie-Constance Corsi; et al. (CoRR, 2025)

Explore the Novel Relationship of Time-Frequency Domains in Multivariate Signals: A Dynamic System Perspective. - Yaru Li; Yujie Liu; Yuqing Ai; Xiang Chen; Liuchang Feng; Dezhong Yao 001; Min Li 027; Pedro A. Valdés-Sosa; Peng Ren 002 (IEEE Trans. Biomed. Eng., 2025)