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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(2)
2016 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2016 - Proceedings(1)
2018 IEEE 3rd Ecuador Technical Chapters Meeting, ETCM 2018(1)
Advances in Intelligent Systems and Computing(1)
Engineering Applications of Artificial Intelligence(1)
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Ciencias de la computación(5)
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scopus(10)
Committee c-mantec: A probabilistic constructive neural network
Conference ObjectAbstract: C-Mantec is a recently introduced constructive algorithm that generates compact neural architecturesPalabras claves:Committee networks, Constructive Neural Networks, Supervised classificationAutores:Francisco Ortega-Zamorano, Franco L., Jerez-Aragonés J.M., José Luis Subirats, Luque-Baena R.M., Urda D.Fuentes:scopusFPGA implementation of the c-mantec neural network constructive algorithm
ArticleAbstract: Competitive majority network trained by error correction (C-Mantec), a recently proposed constructivPalabras claves:Circuit complexity, constructive neural networks (CoNN), on-chip learning, Threshold networksAutores:Francisco Ortega-Zamorano, Franco L., Jerez-Aragonés J.M.Fuentes:scopusHigh precision FPGA implementation of neural network activation functions
Conference ObjectAbstract: The efficient implementation of artificial neural networks in FPGA boards requires tackling severalPalabras claves:Autores:Francisco Ortega-Zamorano, Franco L., Jerez-Aragonés J.M., Juárez G.E., Perez J.O.Fuentes:scopusImplementation of the C-mantec neural network constructive algorithm in an arduino uno microcontroller
Conference ObjectAbstract: A recently proposed constructive neural network algorithm, named C-Mantec, is fully implemented in aPalabras claves:Arduino, Constructive Neural Networks, microcontrollerAutores:Francisco Ortega-Zamorano, Franco L., Jerez-Aragonés J.M., José Luis Subirats, Molina I.Fuentes:scopusImproving learning and generalization capabilities of the C-Mantec constructive neural network algorithm
ArticleAbstract: C-Mantec neural network constructive algorithm Ortega (C-Mantec neural network algorithm implementatPalabras claves:C-Mantec, Constructive neural network, Feed-forward network, Learning and generalization properties, Loading problem, Support Vector MachineAutores:Francisco Ortega-Zamorano, Franco L., Gómez I., Jerez-Aragonés J.M., Mesa H.Fuentes:scopusPiecewise Polynomial Activation Functions for Feedforward Neural Networks
ArticleAbstract: Since the origins of artificial neural network research, many models of feedforward networks have bePalabras claves:Activation functions, classification, Feedforward neural networks, regression, Supervised learningAutores:Domínguez E., Francisco Ortega-Zamorano, López-Rubio E., Muñoz-Pérez J.Fuentes:scopusLearning Style Identification by CHAEA Junior Questionnaire and Artificial Neural Network Method: A Case Study
Conference ObjectAbstract: By the lack of personalization in education, students obtain low performance in different subjects iPalabras claves:Artificial Neural Network, Automatic recognition, Learning styleAutores:Francisco Ortega-Zamorano, Guachi Robinson, Lorena Guachi-Guachi, Richard Torres-Molina, Stefania P.Fuentes:scopusSmart sensor/actuator node reprogramming in changing environments using a neural network model
ArticleAbstract: The techniques currently developed for updating software in sensor nodes located in changing environPalabras claves:Arduino, Constructive Neural Networks, microcontrollerAutores:Francisco Ortega-Zamorano, Franco L., Jerez-Aragonés J.M., José Luis Subirats, Molina I.Fuentes:scopusSuccessive Adaptive Linear Neural Modeling for Equidistant Real Roots Finding
Conference ObjectAbstract: The main objective of this work has been to implement a model to find equidistant real roots using aPalabras claves:Polynomial roots, SOM, Supervised learningAutores:Fernando P. Zhapa, Francisco Ortega-Zamorano, Joseph R. Gonzalez, Oscar V. GuarnizoFuentes:scopusThermal comfort estimation using a neurocomputational model
Conference ObjectAbstract: Thermal comfort conditions are important for the normal development of human tasks, and as such theyPalabras claves:Constructive Neural Networks, Supervised learning, THERMAL COMFORTAutores:Francisco Ortega-Zamorano, Franco L., Ghoreishi K., Jerez-Aragonés J.M., Rodríguez-Alabarce J.Fuentes:scopus