EEG source localization based on multivariate autoregressive models using Kalman filtering. - Jorge I. Padilla-Buritica; Eduardo Giraldo 001; Germán Castellanos-Domínguez (EMBC, 2011)

Identification of Relevant Inter-channel EEG Connectivity Patterns: A Kernel-Based Supervised Approach. - Juana Valeria Hurtado-Rincón; Juan David Martínez-Vargas; Sebastian Rojas-Jaramillo; Eduardo Giraldo 001; Germán Castellanos-Domínguez (BIH, 2016)

Analysis of neural activity from EEG data based on EMD frequency bands. - Maximiliano Bueno-Lopez; Eduardo Giraldo 001; Marta Molinas (ICECS, 2017)

Analysis of Epileptic Activity Based on Brain Mapping of EEG Adaptive Time-Frequency Decomposition. - Maximiliano Bueno-López; Pablo Andrés Muñoz-Gutiérrez; Eduardo Giraldo 001; Marta Molinas (BI, 2018)

Assessment of Source Connectivity for Emotional States Discrimination. - Juan David Martínez-Vargas; Daniel Alexis Nieto-Mora; Pablo Andrés Muñoz-Gutiérrez; Y. R. Céspedes-Villar; Eduardo Giraldo 001; Germán Castellanos-Domínguez (BI, 2018)

EEG Based Brain Mapping by Using Frequency-Spatio-Temporal Constraints. - Pablo Andrés Muñoz-Gutiérrez; Juan David Martínez-Vargas; Sergio García-Vega; Eduardo Giraldo 001; Germán Castellanos-Domínguez (BI, 2018)

Regularized State Observers for Source Activity Estimation. - Andrés Felipe Soler; Pablo Andrés Muñoz-Gutiérrez; Eduardo Giraldo 001 (BI, 2018)

Partial Brain Model For real-time classification of RGB visual stimuli: A brain mapping approach to BCI. - Andrés Felipe Soler; Eduardo Giraldo 001; Marta Molinas (GBCIC, 2019)

DYNLO: Enhancing Non-linear Regularized State Observer Brain Mapping Technique by Parameter Estimation with Extended Kalman Filter. - Andrés Felipe Soler Guevara; Eduardo Giraldo 001; Marta Molinas (IWBBIO (2), 2019)

Automatic Selection of Frequency Bands for Electroencephalographic Source Localization. - Pablo Andrés Muñoz-Gutiérrez; Eduardo Giraldo 001; Maximiliano Bueno-Lopez; Marta Molinas (NER, 2019)

Application of VRP Techniques to the Allocation of Resources in an Electric Power Distribution System. - Angel Augusto Agudelo Zapata; Eduardo Giraldo Suarez; Jairo Alberto Villegas Florez (J. Comput. Sci., 2019)

Low-density EEG for Source Activity Reconstruction using Partial Brain Models. - Andrés Felipe Soler; Eduardo Giraldo 001; Marta Molinas (BIOIMAGING, 2020)

Relevance-based Channel Selection for EEG Source Reconstruction: An Approach to Identify Low-density Channel Subsets. - Andrés Felipe Soler; Eduardo Giraldo 001; Lars Lundheim; Marta Molinas (BIOIMAGING, 2022)

EEG Source Imaging of Hand Movement-Related Areas: An Evaluation of the Reconstruction Accuracy with Optimized Channels. - Andrés Felipe Soler; Eduardo Giraldo 001; Marta Molinas (BI, 2023)

Comparative Analysis of Nonlinear Methods for Multivariable Water Level Prediction: The Case Study of the Atrato River. - Jackson B. Renteria-Mena; Douglas Plaza; Eduardo Giraldo 001 (J. Electr. Comput. Eng., 2024)

Multivariate Hydrological Modeling Based on Long Short-Term Memory Networks for Water Level Forecasting. - Jackson B. Renteria-Mena; Douglas Plaza; Eduardo Giraldo 001 (Inf., 2024)

Real-Time Identification and Nonlinear Control of a Permanent-Magnet Synchronous Motor Based on a Physics-Informed Neural Network and Exact Feedback Linearization. - Sergio Velarde-Gomez; Eduardo Giraldo 001 (Inf., 2024)

EEG source imaging of hand movement-related areas: an evaluation of the reconstruction and classification accuracy with optimized channels. - Andrés Felipe Soler; Eduardo Giraldo 001; Marta Molinas (Brain Informatics, 2024)