Szukana fraza: [Abstrakt = "A new neuron architecture named Neuro\-Fuzzy Unit \(NFU\) is proposed, which is a generalization of elementary Rosenblatt's neuron and Neo\-Fuzzy Neuron \(NFN\) by Yamakawa. NFU eliminates drawbacks of NFN, which complicate its application in multilayer networks. A learning algorithm based on gradient back\-propagation procedure is introduced. The obtained results are confirmed by networks comparison in the task of short\-term forecasting of electric load time series."]

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