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"item_title" : "Supervised Learning with Complex-Valued Neural Networks",
"item_author" : [" Sundaram Suresh", "Narasimhan Sundararajan", "Ramasamy Savitha "],
"item_description" : "Introduction.- Fully Complex-valued Multi Layer Perceptron Networks.- Fully Complex-valued Radial Basis Function 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.- Conclusions and Scope for FutureWorks (CSRAN).",
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Supervised Learning with Complex-Valued Neural Networks
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Overview
Introduction.- Fully Complex-valued Multi Layer Perceptron Networks.- Fully Complex-valued Radial Basis Function 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.- Conclusions and Scope for FutureWorks (CSRAN).
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Details
- ISBN-13: 9783642294907
- ISBN-10: 3642294901
- Publisher: Springer
- Publish Date: July 2012
- Dimensions: 9.1 x 6.1 x 0.6 inches
- Shipping Weight: 0.9 pounds
- Page Count: 170
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