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Process Neural Networks Theory and Applications /
"Process Neural Network: Theory and Applications" proposes the concept and model of a process neural network for the first time, showing how it expands the mapping relationship between the input and output of traditional neural networks and enhances the expression capability for practical...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2010.
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| Edición: | 1st ed. 2010. |
| Colección: | Advanced Topics in Science and Technology in China,
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| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
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| 001 | 978-3-540-73762-9 | ||
| 003 | DE-He213 | ||
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| 020 | |a 9783540737629 |9 978-3-540-73762-9 | ||
| 024 | 7 | |a 10.1007/978-3-540-73762-9 |2 doi | |
| 050 | 4 | |a Q334-342 | |
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| 100 | 1 | |a He, Xingui. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Process Neural Networks |h [electronic resource] : |b Theory and Applications / |c by Xingui He, Shaohua Xu. |
| 250 | |a 1st ed. 2010. | ||
| 264 | 1 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg : |b Imprint: Springer, |c 2010. | |
| 300 | |a 240 p. 78 illus. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
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| 490 | 1 | |a Advanced Topics in Science and Technology in China, |x 1995-6827 | |
| 505 | 0 | |a Artificial Neural Networks -- Process Neurons -- Feedforward Process Neural Networks -- Learning Algorithms for Process Neural Networks -- Feedback Process Neural Networks -- Multi-aggregation Process Neural Networks -- Design and Construction of Process Neural Networks -- Application of Process Neural Networks. | |
| 520 | |a "Process Neural Network: Theory and Applications" proposes the concept and model of a process neural network for the first time, showing how it expands the mapping relationship between the input and output of traditional neural networks and enhances the expression capability for practical problems, with broad applicability to solving problems relating to processes in practice. Some theoretical problems such as continuity, functional approximation capability, and computing capability, are closely examined. The application methods, network construction principles, and optimization algorithms of process neural networks in practical fields, such as nonlinear time-varying system modeling, process signal pattern recognition, dynamic system identification, and process forecast, are discussed in detail. The information processing flow and the mapping relationship between inputs and outputs of process neural networks are richly illustrated. Xingui He is a member of Chinese Academy of Engineering and also a professor at the School of Electronic Engineering and Computer Science, Peking University, China, where Shaohua Xu also serves as a professor. | ||
| 650 | 0 | |a Artificial intelligence. | |
| 650 | 0 | |a Pattern recognition systems. | |
| 650 | 1 | 4 | |a Artificial Intelligence. |
| 650 | 2 | 4 | |a Automated Pattern Recognition. |
| 700 | 1 | |a Xu, Shaohua. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783540868163 |
| 776 | 0 | 8 | |i Printed edition: |z 9783540737612 |
| 830 | 0 | |a Advanced Topics in Science and Technology in China, |x 1995-6827 | |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-3-540-73762-9 |z Texto Completo |
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| 950 | |a Computer Science (SpringerNature-11645) | ||
| 950 | |a Computer Science (R0) (SpringerNature-43710) | ||