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- W110674964 abstract "In this paper we demonstrate the generalization property of spiking neurons trained with ReSuMe method. We show in a set of experiments that the learning neuron can approximate the input-output transformations defined by another - reference neuron with a high pre- cision and that the learning process converges very quickly. We discuss the relationship between the neuron I/O properties and the weight distri- bution of its input connections. Finally, we discuss the conditions under which the neuron can approximate some given I/O transformations." @default.
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- W110674964 date "2006-01-01" @default.
- W110674964 modified "2023-09-26" @default.
- W110674964 title "Generalization properties of spiking neurons trained with ReSuMe method." @default.
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