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## Details

Document Type: | Book |
---|---|

All Authors / Contributors: |
Sundaram Suresh; Narasimhan Sundararajan; Ramasamy Savitha |

ISBN: | 9783642294907 3642294901 3642426794 9783642426797 |

OCLC Number: | 781681923 |

Description: | xxi, 168 pages : illustrations (some color) ; 24 cm. |

Contents: | Introduction -- Fully Complex-valued Multi Layer Perceptron Networks -- A Fully Complex-valued Radial Basis Function Network and Its Learning Algorithm -- Fully Complex-valued Relaxation Networks -- Performance Study on Complex-valued Function Approximation Problems -- Circular Complex-valued Extreme Learning Machine Classifier -- Performance Study on Real-valued Classification Problems -- Complex-valued Self-regulatory Resource Allocation Network (CSRAN). |

Series Title: | Studies in computational intelligence, v. 421. |

Responsibility: | Sundaram Suresh, Narasimhan Sundararajan, and Ramasamy Savitha. |

More information: |

### Abstract:

A new generation of neural networks is needed in telecommunications, medical imaging and signal processing as signals become more complex and nonlinear. This survey of the latest complex-valued networks includes learning algorithms and new architectures.
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