Artificial Neural Networks - ICANN 2007
17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part I
Editors: Marques de Sá, J., Alexandre, L.A., Duch, W., Mandic, D. (Eds.)
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- About this book
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This two volume set LNCS 4668 and LNCS 4669 constitutes the refereed proceedings of the 17th International Conference on Artificial Neural Networks, ICANN 2007, held in Porto, Portugal, in September 2007.
The 197 revised full papers presented were carefully reviewed and selected from 376 submissions. The 98 papers of the first volume are organized in topical sections on learning theory, advances in neural network learning methods, ensemble learning, spiking neural networks, advances in neural network architectures neural network technologies, neural dynamics and complex systems, data analysis, estimation, spatial and spatio-temporal learning, evolutionary computing, meta learning, agents learning, complex-valued neural networks, as well as temporal synchronization and nonlinear dynamics in neural networks.
- Table of contents (98 chapters)
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Generalization Error of Automatic Relevance Determination
Pages 1-10
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On a Singular Point to Contribute to a Learning Coefficient and Weighted Resolution of Singularities
Pages 11-18
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Improving the Prediction Accuracy of Echo State Neural Networks by Anti-Oja’s Learning
Pages 19-28
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Theoretical Analysis of Accuracy of Gaussian Belief Propagation
Pages 29-38
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Relevance Metrics to Reduce Input Dimensions in Artificial Neural Networks
Pages 39-48
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Table of contents (98 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Artificial Neural Networks - ICANN 2007
- Book Subtitle
- 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part I
- Editors
-
- Joaquim Marques de Sá
- Luis A. Alexandre
- Wlodzislaw Duch
- Danilo Mandic
- Series Title
- Theoretical Computer Science and General Issues
- Series Volume
- 4668
- Copyright
- 2007
- Publisher
- Springer-Verlag Berlin Heidelberg
- Copyright Holder
- Springer-Verlag Berlin Heidelberg
- eBook ISBN
- 978-3-540-74690-4
- DOI
- 10.1007/978-3-540-74690-4
- Softcover ISBN
- 978-3-540-74689-8
- Edition Number
- 1
- Number of Pages
- XXI, 980
- Topics
