Diego Fabián Collazos-Huertas

universidad nacional de colombia

7H指数

26论文数

165被引数

收录论文 9

发表时间

Gaussian Connectivity-Driven EEG Imaging for Deep Learning-Based Motor Imagery Classification 高斯连接驱动EEG成像在基于深度学习的运动想象分类中的应用

Sensors

IF3.5

2026-03-04

OAAI

Alejandra Gomez-Rivera; Diego Fabian Collazos-Huertas; David Cárdenas-Peña; Andrés Marino Álvarez-Meza; German Castellanos-Dominguez

Explainable Deep Kernel Learning for Interpretable Automatic Modulation Classification 可解释深度核学习方法用于可解释的自动调制分类

Computers 2025, Vol. 14, Page 372

IF4.2

2025-09-27

OAAI

Carlos Enrique Mosquera-Trujillo; Juan Camilo Lugo-Rojas; Diego Fabian Collazos-Huertas; Andrés Marino Álvarez-Meza; German Castellanos-Dominguez

EEG Signal Prediction for Motor Imagery Classification in Brain-Computer Interfaces

SENSORS

IF3.5

2025-04-03

OAAI

Gomez-Morales, Oscar Wladimir; Collazos-Huertas, Diego Fabian; Alvarez-Meza, Andres Marino; Castellanos-Dominguez, Cesar German

Posthoc Interpretability of Neural Responses by Grouping Subject Motor Imagery Skills Using CNN-Based Connectivity

SENSORS

IF3.5

2023-03-02

OAAI

Collazos-Huertas, Diego Fabian; Alvarez-Meza, Andres Marino; Cardenas-Pena, David Augusto; Castano-Duque, German Albeiro; Castellanos-Dominguez, Cesar German

Deep and Wide Transfer Learning with Kernel Matching for Pooling Data from Electroencephalography and Psychological Questionnaires

SENSORS

IF3.5

2021-07-28

OAAI

Fabian Collazos-Huertas, Diego; Fernanda Velasquez-Martinez, Luisa; Dario Perez-Nastar, Hernan; Marino Alvarez-Meza, Andres; Castellanos-Dominguez, German

Spatial interpretability of time-frequency relevance optimized in motor imagery discrimination using Deep&Wide networks

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2021-07-01

PREAI

Collazos-Huertas, D. F.; Alvarez-Meza, A. M.; Castellanos-Dominguez, G.

Enhanced Multiple Instance Representation Using Time-Frequency Atoms in Motor Imagery Classification

FRONTIERS IN NEUROSCIENCE

IF3.2

2020-02-25

OAAI

Collazos-Huertas, Diego; Caicedo-Acosta, Julian; Castano-Duque, German A.; Acosta-Medina, Carlos D.