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JOURNALS // Preprints of the Keldysh Institute of Applied Mathematics // Archive

Keldysh Institute preprints, 2008 089, 30 pp. (Mi ipmp441)

The bionic neural network model and its applications

S. S. Yolkin, S. V. Yolkin, E. S. Klyshinsky, V. Yu. Maximov, T. N. Musaeva


Abstract: The paper presents the model of neural network based on the analysis of behavior of brain's pyramidal neurons. The model differs from classical approaches to a neural network representation by nonlinearity, a bunch of neuron types and heterogeneity. The papers contains some examples of bionic networks for different tasks solving.



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