Supervised learning with complex-valued neural networks /
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Author / Creator: | Suresh, Sundaram. |
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Imprint: | Berlin ; New York : Springer, ©2013. |
Description: | 1 online resource. |
Language: | English |
Series: | Studies in computational intelligence, 1860-949X ; 421 Studies in computational intelligence ; 421. |
Subject: | |
Format: | E-Resource Book |
URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/11077137 |
Table of 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).