David Augusto Cárdenas-Peña

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Kernel Canonical Correlation Analysis

Brain Structures

Top Venues

Int. J. Neural Syst.

Publications

Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, David Augusto Cárdenas-Peña, Germán Albeiro Castaño Duque, César Germán Castellanos-Domínguez
Posthoc Interpretability of Neural Responses by Grouping Subject Motor Imagery Skills Using CNN-Based Connectivity. Sensors 23 (5) (2023)
Mauricio Castaño, Hernán F. García, Álvaro Á. Orozco, Gloria L. Porras-Hurtado, David Augusto Cárdenas-Peña
Bayesian Iterative Closest Point for Shape Analysis of Brain Structures. ICPRAM (2023)
Yeison Nolberto Cardona-Álvarez, Andrés Marino Álvarez-Meza, David Augusto Cárdenas-Peña, Germán Albeiro Castaño Duque, Germán Castellanos-Domínguez
A Novel OpenBCI Framework for EEG-Based Neurophysiological Experiments. Sensors 23 (7) (2023)
Maria Camila Maya-Piedrahita, Paula Marcela Herrera-Gómez, Laura Berrío-Mesa, David Augusto Cárdenas-Peña, Álvaro Ángel Orozco-Guitiérrez
Supported Diagnosis of Attention Deficit and Hyperactivity Disorder from EEG Based on Interpretable Kernels for Hidden Markov Models. Int. J. Neural Syst. 32 (3) (2022)
Cristian Alfonso Jimenez Castaño, Andrés Marino Álvarez-Meza, Oscar David Aguirre-Ospina, David Augusto Cárdenas-Peña, Álvaro-Ángel Orozco-Gutierrez
Random Fourier Features-Based Deep Learning Improvement with Class Activation Interpretability for Nerve Structure Segmentation. Sensors 21 (22) (2021)
Viviana Gómez-Orozco, Cristian Blanco Martínez, David Augusto Cárdenas-Peña, Paula Marcela Herrera-Gómez, Álvaro Ángel Orozco-Guitiérrez
EEG representation approach based on Kernel Canonical Correlation Analysis highlighting discriminative patterns for BCI applications. EMBC (2021)
Harold Mauricio Díaz-Vargas, Cristian Alfonso Jimenez Castaño, David Augusto Cárdenas-Peña, Oscar David Aguirre-Ospina, Álvaro-Ángel Orozco-Gutierrez
Peripheral Nerve Segmentation in Ultrasound Images Using Conditioned U-Net. IWAIPR (2021)
Luis Ariosto Serna Cardona, Hernán Darío Vargas Cardona, Piedad Navarro González, David Augusto Cárdenas-Peña, Álvaro-Ángel Orozco-Gutierrez
Classification of Categorical Data Based on the Chi-Square Dissimilarity and t-SNE. Comput. 8 (4) (2020)