Mariel Alfaro-Ponce

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 19

Top Topics

Nonlinear Systems

Temporal Abstractions

Top Venues

Biomed. Signal Process. Control.

Frontiers Robotics AI

Expert Syst. Appl.

Publications

Juan M. Olaguez-Gonzalez, Satu Elisa Schaeffer, Luz Breton-Deval, Mariel Alfaro-Ponce, Isaac Chairez
Assessment of machine learning strategies for simplified detection of autism spectrum disorder based on the gut microbiome composition. Neural Comput. Appl. 36 (14) (2024)
Adan Domínguez-Ruiz, Edgar Omar López-Caudana, Esther Lugo-González, Francisco Javier Espinosa-Garcia, Rocío Ambrocio-Delgado, Ulises D. García, Ricardo López-Gutiérrez, Mariel Alfaro-Ponce, Pedro Ponce
Low limb prostheses and complex human prosthetic interaction: A systematic literature review. Frontiers Robotics AI 10 (2023)
Pedro Ponce, Mariel Alfaro-Ponce, Edgar Omar López-Caudana, Troy McDaniel, Luis Montesinos, J. Ricardo López-Gutiérrez, Esther Lugo-González
Editorial: New challenges and trends in rehabilitation devices based on AI and optimization. Frontiers Robotics AI 10 (2023)
Alicia Guadalupe Lazcano Herrera, Rita Quetziquel Fuentes-Aguilar, Adrian Ramirez-Morales, Mariel Alfaro-Ponce
BiLSTM and SqueezeNet With Transfer Learning for EEG Motor Imagery Classification: Validation With Own Dataset. IEEE Access 11 (2023)
Lizeth-Guadalupe Machado-Jaimes, Martin Rogelio Bustamante-Bello, Amadeo-José Argüelles-Cruz, Mariel Alfaro-Ponce
Development of an Intelligent System for the Monitoring and Diagnosis of the Well-Being. Sensors 22 (24) (2022)
Ruben Fuentes-Alvarez, Joel Hernandez Hernandez, Iván Matehuala-Morán, Mariel Alfaro-Ponce, Ricardo López-Gutiérrez, Sergio Salazar, Rogelio Lozano
Assistive robotic exoskeleton using recurrent neural networks for decision taking for the robust trajectory tracking. Expert Syst. Appl. 193 (2022)
Erick Martinez-Ríos, Luis Montesinos, Mariel Alfaro-Ponce
A machine learning approach for hypertension detection based on photoplethysmography and clinical data. Comput. Biol. Medicine 145 (2022)
Enrique Contreras-Tenorio, Ilse Kardasch-Nava, Shazer González de Salceda, Ruben Fuentes-Alvarez, Juan Alfonso Beltrán Fernández, Karla Rincón-Martínez, Mariel Alfaro-Ponce, Iván Matehuala-Morán
Lower limb prosthesis: Optimization by lattice and four-bar polycentric knee. EMBC (2021)
Erick Martinez-Ríos, Luis Montesinos, Mariel Alfaro-Ponce, Leandro Pecchia
A review of machine learning in hypertension detection and blood pressure estimation based on clinical and physiological data. Biomed. Signal Process. Control. 68 (2021)
Alicia Guadalupe Lazcano Herrera, Rita Q. Fuentes-Aguilar, Mariel Alfaro-Ponce
EEG motor/imagery signal classification comparative using machine learning algorithms. CCE (2021)
Mariel Alfaro-Ponce, Isaac Chairez
Continuous and recurrent pattern dynamic neural networks recognition of electrophysiological signals. Biomed. Signal Process. Control. 57 (2020)
Mariel Alfaro-Ponce, Isaac Chairez
Bioinformatics-inspired non-parametric modelling of pharmacokinetics-pharmacodynamics systems using differential neural networks. IJCNN (2020)
Iván Salgado, Mariel Alfaro-Ponce, Oscar Camacho Nieto, Isaac Chairez
Robust identification of unknown inputs in electrical stimulation of ex-vivo animal models. Biomed. Signal Process. Control. 52 (2019)
Daniel Ramírez-Martínez, Mariel Alfaro-Ponce, Oleksiy B. Pogrebnyak, Mario Aldape-Pérez, Amadeo José Argüelles-Cruz
Hand Movement Classification Using Burg Reflection Coefficients. Sensors 19 (3) (2019)
Mariel Alfaro-Ponce, Amadeo José Argüelles-Cruz, Isaac Chairez, Amadeo Argüelles
Automatic electroencephalographic information classifier based on recurrent neural networks. Int. J. Mach. Learn. Cybern. 10 (9) (2019)
Mariel Alfaro-Ponce, Isaac Chairez, Ralph Etienne-Cummings
Automatic detection of electrocardiographic arrhythmias by parallel continuous neural networks implemented in FPGA. Neural Comput. Appl. 31 (2) (2019)
Mariel Alfaro-Ponce, Amadeo José Argüelles-Cruz, Isaac Chairez Oria
Windowed electroencephalographic signal classifier based on continuous neural networks with delays in the input. Expert Syst. Appl. 68 (2017)
Mariel Alfaro-Ponce, Iván Salgado, Amadeo José Argüelles-Cruz, Isaac Chairez Oria
Adaptive identifier for uncertain complex-valued discrete-time nonlinear systems based on recurrent neural networks. Neural Process. Lett. 43 (1) (2016)
Mariel Alfaro-Ponce, Amadeo José Argüelles-Cruz, Isaac Chairez
Pattern recognition for electroencephalographic signals based on continuous neural networks. Neural Networks 79 (2016)
Mariel Alfaro-Ponce, Amadeo José Argüelles-Cruz, Isaac Chairez
Continuous neural identifier for uncertain nonlinear systems with time delays in the input signal. Neural Networks 60 (2014)
Mariel Alfaro-Ponce, Amadeo José Argüelles-Cruz, Isaac Chairez
Adaptive Identifier for Uncertain Complex Nonlinear Systems Based on Continuous Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 25 (3) (2014)
Mariel Alfaro-Ponce, Amadeo José Argüelles-Cruz, Isaac Chairez
Continuous neural identifier for uncertain nonlinear systems with time delays in the input signal. IJCNN (2013)