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Optimization techniques [electronic resource] / edited by Cornelius T. Leondes.

By: Contributor(s): Material type: TextTextSeries: Neural network systems, techniques, and applications ; v. 2Publication details: San Diego : Academic Press, 1998.Description: xxii, 398 p. : ill ; 24 cmISBN:
  • 9780080551357 (electronic bk.)
  • 0080551351 (electronic bk.)
Subject(s): Genre/Form: Additional physical formats: No titleDDC classification:
  • 006.3 22
LOC classification:
  • QA76.87 .L465 1998eb
Online resources:
Contents:
Optimal learning in artificial neural networks : a theoretical view / Monica Bianchini ... [et al.] -- Orthogonal transformation techniques in the optimization of feedforward neural network systems / Partha Pratim Kanjilal -- Sequential constructive techniques / Marco Muselli -- Fast backpropagation training using optimal learning rate and momentum / Xiao-Hu Yu, Li-Qun Xu, and Yong Wang -- Learning of nonstationary processes / V. Ruiz de Angulo and Carme Torras -- Constraint satisfaction problems / Hans Nikolaus Schaller -- Dominant neuron techniques / Jar-Ferr Yang and Chi-Ming Chen --CMAC-based techniques for adaptive learning control / Chun-Shin Lin, Ching-Tsan Chiang, and Hyongsuk Kim -- Information dynamics and neural techniques for data analysis / Gustavo Deco -- Radial basis function network approximation and learning in task-dependent feedforward control of nonlinear dynamical systems / Dimitry Gorinevsky.
Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
eBook eBook e-Library EBSCO Science Available
Total holds: 0

Includes bibliographical references and indexes.

Optimal learning in artificial neural networks : a theoretical view / Monica Bianchini ... [et al.] -- Orthogonal transformation techniques in the optimization of feedforward neural network systems / Partha Pratim Kanjilal -- Sequential constructive techniques / Marco Muselli -- Fast backpropagation training using optimal learning rate and momentum / Xiao-Hu Yu, Li-Qun Xu, and Yong Wang -- Learning of nonstationary processes / V. Ruiz de Angulo and Carme Torras -- Constraint satisfaction problems / Hans Nikolaus Schaller -- Dominant neuron techniques / Jar-Ferr Yang and Chi-Ming Chen --CMAC-based techniques for adaptive learning control / Chun-Shin Lin, Ching-Tsan Chiang, and Hyongsuk Kim -- Information dynamics and neural techniques for data analysis / Gustavo Deco -- Radial basis function network approximation and learning in task-dependent feedforward control of nonlinear dynamical systems / Dimitry Gorinevsky.

Electronic reproduction. Boulder, Colo. : NetLibrary, 2007. Available via World Wide Web. Access may be limited to NetLibrary affiliated libraries.

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