Documentos de Gómez I. | REDI

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Mostrando 4 resultados de: 4

Filtros aplicados

Área temáticas: "Métodos informáticos especiales"

Subtipo de publicación

Conference Object(2)

Publisher

Advances in Intelligent Systems and Computing(1)

Cognitive Computation(1)

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(1)

Neural Computing and Applications(1)

Área temáticas

Programación informática, programas, datos, seguridad(2)

Funcionamiento de bibliotecas y archivos(1)

Libros impresos(1)

Matemáticas(1)

Área de conocimiento

Red neuronal artificial(2)

Aprendizaje automático(1)

Arquitectura de computadoras(1)

Ciencias de la computación(1)

Objetivos de Desarrollo Sostenible

ODS 17: Alianzas para lograr los objetivos(3)

ODS 4: Educación de calidad(3)

ODS 9: Industria, innovación e infraestructura(3)

Año de Publicación

Origen

Palabras Claves

Supervised learning(2)

Architecture size(1)

Constructive neural network(1)

Deep neural network architecture implementation on FPGAs using a layer multiplexing scheme

Conference Object

Abstract: In recent years predictive models based on Deep Learning strategies have achieved enormous success i

Palabras claves:

Deep Neural Networks, Fpga, Hardware implementation, Layer multiplexing, Supervised learning

Francisco Ortega-Zamorano, Franco L., Gómez I., Jerez-Aragonés J.M.

Extension of the generalization complexity measure to real valued input data sets

Conference Object

Abstract: This paper studies the extension of the Generalization Complexity (GC) measure to real valued input

Palabras claves:

Architecture size, CAIM, Discretization algorithms, neural network, Real-valued function

Franco L., Gómez I., Jerez-Aragonés J.M., José Luis Subirats

Improving learning and generalization capabilities of the C-Mantec constructive neural network algorithm

Abstract: C-Mantec neural network constructive algorithm Ortega (C-Mantec neural network algorithm implementat

Palabras claves:

C-Mantec, Constructive neural network, Feed-forward network, Learning and generalization properties, Loading problem, Support Vector Machine

Francisco Ortega-Zamorano, Franco L., Gómez I., Jerez-Aragonés J.M., Mesa H.

Multiclass Pattern Recognition Extension for the New C-Mantec Constructive Neural Network Algorithm

Abstract: The new C-Mantec algorithm constructs compact neural network architectures for classsification probl

Palabras claves:

Multiclass pattern recognition, Neural networks, Supervised learning

Franco L., Gómez I., Jerez-Aragonés J.M., José Luis Subirats