Neuronmaster: An integrated tool for applications in Neural Networks

F. Rivas; E. Colina; S. Solé; A. Pérez; C. Bravo; V. Bravo

doi:10.1117/12.421160

Neuronmaster: An integrated tool for applications in Neural Networks

F. Rivas^*, E. Colina, S. Solé, A. Pérez, C. Bravo, V. Bravo

^*Autor correspondiente de este trabajo

Producción científica: Contribución a una revista › Artículo de la conferencia › revisión exhaustiva

Resumen

This work presents the design of an integral environment for the suitable development of neural networks applications. The integrated environment contemplates the following features: A data processing module which encompasses statistical data analysis techniques for variables selection and reduction, a variety of learning algorithms, code generator for different computer languages to enable network implementation, a learning sessions planning module and database connectivity facilities via ODBC, RPC and API.

Idioma original	Inglés
Páginas (desde-hasta)	117-124
Número de páginas	8
Publicación	Proceedings of SPIE - The International Society for Optical Engineering
Volumen	4390
DOI	https://doi.org/10.1117/12.421160
Estado	Publicada - 2001
Publicado de forma externa	Sí
Evento	Applications and Science of Computational Intelligence IV - Orlando, FL, Estados Unidos Duración: 17 abr. 2001 → 18 abr. 2001

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10.1117/12.421160

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title = "Neuronmaster: An integrated tool for applications in Neural Networks",

abstract = "This work presents the design of an integral environment for the suitable development of neural networks applications. The integrated environment contemplates the following features: A data processing module which encompasses statistical data analysis techniques for variables selection and reduction, a variety of learning algorithms, code generator for different computer languages to enable network implementation, a learning sessions planning module and database connectivity facilities via ODBC, RPC and API.",

keywords = "Artificial Neural Networks, Computational tool, Data processing, Learning algorithms, Statistical analysis",

author = "F. Rivas and E. Colina and S. Sol{\'e} and A. P{\'e}rez and C. Bravo and V. Bravo",

year = "2001",

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journal = "Proceedings of SPIE - The International Society for Optical Engineering",

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AU - Colina, E.

AU - Solé, S.

AU - Pérez, A.

AU - Bravo, C.

AU - Bravo, V.

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AB - This work presents the design of an integral environment for the suitable development of neural networks applications. The integrated environment contemplates the following features: A data processing module which encompasses statistical data analysis techniques for variables selection and reduction, a variety of learning algorithms, code generator for different computer languages to enable network implementation, a learning sessions planning module and database connectivity facilities via ODBC, RPC and API.

KW - Artificial Neural Networks

KW - Computational tool

KW - Data processing

KW - Learning algorithms

KW - Statistical analysis

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DO - 10.1117/12.421160

M3 - Artículo de la conferencia

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JO - Proceedings of SPIE - The International Society for Optical Engineering

JF - Proceedings of SPIE - The International Society for Optical Engineering

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