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Start Over Descriptor "Complex number" Search Limiters Available in Library Collection Topic artificial intelligence Publication Type Academic Journals

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1. THE UNIQUENESS THEOREM FOR COMPLEX-VALUED NEURAL NETWORKS WITH THRESHOLD PARAMETERS AND THE REDUNDANCY OF THE PARAMETERS.

Author

NITTA, TOHRU

Subjects
*ARTIFICIAL neural networks, *NEURAL circuitry, *ARTIFICIAL intelligence, *DIGITAL computer simulation, *COMPUTER software
Abstract

This paper will prove the uniqueness theorem for 3-layered complex-valued neural networks where the threshold parameters of the hidden neurons can take non-zeros. That is, if a 3-layered complex-valued neural network is irreducible, the 3-layered complex-valued neural network that approximates a given complex-valued function is uniquely determined up to a finite group on the transformations of the learnable parameters of the complex-valued neural network. [ABSTRACT FROM AUTHOR]

Published
2008
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