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- W2133645730 abstract "In this paper, a theory of multiple-valued threshold functions over the field of complex numbers is further developed. k-valued threshold functions over the field of complex numbers can be learned using a single multi-valued neuron (MVN). We propose a new approach for the projection of a k-valued function, which is not a threshold one, to m-valued logic (m>k), where this function becomes a partially defined m-valued threshold function and can be learned by a single MVN. To build this projection, a periodic activation function for the MVN is used. This new activation function and a modified learning algorithm make it possible to learn nonlinearly separable multiple-valued functions using a single MVN." @default.
- W2133645730 created "2016-06-24" @default.
- W2133645730 creator A5052101553 @default.
- W2133645730 date "2010-01-01" @default.
- W2133645730 modified "2023-09-27" @default.
- W2133645730 title "Learning of the Non-threshold Functions of Multiple-Valued Logic by a Single Multi-valued Neuron with a Periodic Activation Function" @default.
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- W2133645730 doi "https://doi.org/10.1109/ismvl.2010.15" @default.
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