A Convolutional Neural Network-Based Parametric Identification for the Dynamic Model of a Cartesian Robot in a FPGA Framework. - Michelle Guerra Marin; María Aurora Vargas-Treviño; Sergio Vergara-Limón; Jesús López Gómez; Carlos Leopoldo Carreón Díaz de León; Daniel Marcelo González-Arriaga (CCE, 2024)

Design of a Convolutional Neural Network for the Synthesis of a Spherical Crank-Rocker Mechanism. - Luis Ernesto Valencia-Segura; María Aurora Diozcora Vargas-Treviño; Sergio Vergara-Limón; Carlos Leopoldo Carreón Díaz de León; Daniel Marcelo González-Arriaga; Marciano Vargas-Treviño; Jaime Gutiérrez-Gutiérrez; Michelle Guerra Marin (IEEE Access, 2025)

A convolutional neural network method to obtain the dynamic model parameters of a three-linear-axis Cartesian robot. - Michelle Guerra Marin; María Aurora Diozcora Vargas-Treviño; Sergio Vergara-Limón; Jesús López Gómez; Carlos Leopoldo Carreón Díaz de León; Daniel Marcelo González-Arriaga; Margarita C. García-López; Juan F. Pintor-Michimani (Neural Comput. Appl., 2025)