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The Design of Genetically Optimized Self-Organizing Neural Networks with Polynomial and Fuzzy Polynomial Neurons

✍ Scribed by Sung-Kwun Oh; Witold Pedrycz


Book ID
105767463
Publisher
Springer
Year
2005
Tongue
English
Weight
182 KB
Volume
24
Category
Article
ISSN
0278-081X

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Self-organizing polynomial neural networ
✍ Sung-Kwun Oh; Witold Pedrycz πŸ“‚ Article πŸ“… 2004 πŸ› Elsevier Science 🌐 English βš– 587 KB

In this study, we introduce and investigate a class of neural architectures of polynomial neural networks (PNNs), develop a comprehensive design methodology and carry out a series of numeric experiments. PNN is a exible neural architecture whose structure (topology) is developed through learning. In