Francisco Ortega-Zamorano

27 papers C 2Misc 1Journal 14Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Efficient thermal comfort estimation employing the C-Mantec constructive neural network model. Soft Comput. Francisco Ortega-Zamorano, José M. Jerez, Jose Rodriguez-Alabarce, Kusha Ghoreishi, Leonardo Franco
2024	C	`conf`	An Evaluation of General-Purpose Optical Character Recognizers and Digit Detectors for Race Bib Number Recognition. ICPRAM Modesto Castrillón Santana, David Freire-Obregón, Daniel Hernández-Sosa, Oliverio J. Santana, Francisco Ortega-Zamorano, José Isern González, Javier Lorenzo-Navarro
2023	J	`jnl`	A convolutional autoencoder and a neural gas model based on Bregman divergences for hierarchical color quantization. Neurocomputing José David Fernández-Rodríguez, Esteban J. Palomo, Jesús Benito-Picazo, Enrique Domínguez, Ezequiel López-Rubio, Francisco Ortega-Zamorano
2021	—	`conf`	Hierarchical Color Quantization with a Neural Gas Model Based on Bregman Divergences. SOCO Esteban J. Palomo, Jesús Benito-Picazo, Enrique Domínguez, Ezequiel López-Rubio, Francisco Ortega-Zamorano
2020	—	`conf`	Digital Cryptography Implementation using Neurocomputational Model with Autoencoder Architecture. ICAART (2) Francisco Quinga-Socasi, Ronny Velastegui, Luis Zhinin-Vera, Rafael Valencia-Ramos, Francisco Ortega-Zamorano, Oscar Chang
2020	J	`jnl`	Exploratory Data Analysis and Foreground Detection with the Growing Hierarchical Neural Forest. Neural Process. Lett. Esteban J. Palomo, Ezequiel López-Rubio, Francisco Ortega-Zamorano, Rafaela Benítez-Rochel
2020	J	`jnl`	Improving learning and generalization capabilities of the C-Mantec constructive neural network algorithm. Neural Comput. Appl. Iván Gómez, Héctor Mesa, Francisco Ortega-Zamorano, José M. Jerez-Aragonés, Leonardo Franco
2019	J	`jnl`	Piecewise Polynomial Activation Functions for Feedforward Neural Networks. Neural Process. Lett. Ezequiel López-Rubio, Francisco Ortega-Zamorano, Enrique Domínguez, José Muñoz-Pérez
2019	—	`conf`	Prediction of Learning Improvement in Mathematics through a Video Game using Neurocomputational Models. ICAART (2) Richard Torres-Molina, Andrés Riofrío-Valdivieso, Carlos Bustamante-Orellana, Francisco Ortega-Zamorano
2019	—	`conf`	Red-Black Tree Based NeuroEvolution of Augmenting Topologies. IWANN (2) William R. Arellano, Paul A. Silva, Maria F. Molina, Saulo Ronquillo, Francisco Ortega-Zamorano
2018	—	`conf`	Portable Expert System to Voice and Speech Recognition Using an Open Source Computer Hardware. EECS Hugo E. Betancourt, Daniel A. Armijos, Paola N. Martinez, Andres E. Ponce, Francisco Ortega-Zamorano
2018	J	`jnl`	Unsupervised learning by cluster quality optimization. Inf. Sci. Ezequiel López-Rubio, Esteban J. Palomo, Francisco Ortega-Zamorano
2017	J	`jnl`	FPGA Implementation of Neurocomputational Models: Comparison Between Standard Back-Propagation and C-Mantec Constructive Algorithm. Neural Process. Lett. Francisco Ortega-Zamorano, José M. Jerez, Gustavo Juárez, Leonardo Franco
2017	J	`jnl`	Layer multiplexing FPGA implementation for deep back-propagation learning. Integr. Comput. Aided Eng. Francisco Ortega-Zamorano, José M. Jerez, Iván Gómez, Leonardo Franco
2017	—	`conf`	Solving Scheduling Problems with Genetic Algorithms Using a Priority Encoding Scheme. IWANN (1) José Luis Subirats, Héctor Mesa, Francisco Ortega-Zamorano, Gustavo Juárez, José M. Jerez, Ignacio J. Turias, Leonardo Franco
2016	Misc	`conf`	Deep Neural Network Architecture Implementation on FPGAs Using a Layer Multiplexing Scheme. DCAI Francisco Ortega-Zamorano, José M. Jerez, Iván Gómez, Leonardo Franco
2016	J	`jnl`	Efficient Implementation of the Backpropagation Algorithm in FPGAs and Microcontrollers. IEEE Trans. Neural Networks Learn. Syst. Francisco Ortega-Zamorano, José M. Jerez, Daniel Urda, Rafael M. Luque-Baena, Leonardo Franco
2016	J	`jnl`	FPGA Hardware Acceleration of Monte Carlo Simulations for the Ising Model. CoRR Francisco Ortega-Zamorano, Marcelo A. Montemurro, Sergio A. Cannas, José M. Jerez, Leonardo Franco
2016	J	`jnl`	FPGA Hardware Acceleration of Monte Carlo Simulations for the Ising Model. IEEE Trans. Parallel Distributed Syst. Francisco Ortega-Zamorano, Marcelo A. Montemurro, Sergio Alejandro Cannas, José M. Jerez, Leonardo Franco
2016	J	`jnl`	Smart motion detection sensor based on video processing using self-organizing maps. Expert Syst. Appl. Francisco Ortega-Zamorano, Miguel A. Molina-Cabello, Ezequiel López-Rubio, Esteban J. Palomo
2016	—	`conf`	Thermal comfort estimation using a neurocomputational model. LA-CCI Jose Rodriguez-Alabarce, Francisco Ortega-Zamorano, José M. Jerez, Kusha Ghoreishi, Leonardo Franco
2015	—	`conf`	FPGA Implementation Comparison Between C-Mantec and Back-Propagation Neural Network Algorithms. IWANN (2) Francisco Ortega-Zamorano, José M. Jerez, Gustavo Juárez, Leonardo Franco
2014	J	`jnl`	FPGA Implementation of the C-Mantec Neural Network Constructive Algorithm. IEEE Trans. Ind. Informatics Francisco Ortega-Zamorano, José M. Jerez, Leonardo Franco
2014	C	`conf`	High precision FPGA implementation of neural network activation functions. IES Francisco Ortega-Zamorano, José M. Jerez, Gustavo Juárez, Jorge O. Perez, Leonardo Franco
2014	J	`jnl`	Smart sensor/actuator node reprogramming in changing environments using a neural network model. Eng. Appl. Artif. Intell. Francisco Ortega-Zamorano, José M. Jerez, José Luis Subirats, Ignacio Molina, Leonardo Franco
2013	—	`conf`	Committee C-Mantec: A Probabilistic Constructive Neural Network. IWANN (1) José Luis Subirats, Rafael Marcos Luque Baena, Daniel Urda, Francisco Ortega-Zamorano, José Manuel Jerez, Leonardo Franco
2013	—	`conf`	Implementation of the C-Mantec Neural Network Constructive Algorithm in an Arduino Uno Microcontroller. IWANN (1) Francisco Ortega-Zamorano, José Luis Subirats, José M. Jerez, Ignacio Molina, Leonardo Franco