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ЖУРНАЛЫ // Eurasian Journal of Mathematical and Computer Applications // Архив

Eurasian Journal of Mathematical and Computer Applications, 2016, том 4, выпуск 2, страницы 4–13 (Mi ejmca41)

N-bit parity neural networks with minimum number of threshold neurons

M. Z. Arslanov

Institute of information and computation technologies Almaty 050010, Pushkin str.125, Kazakhstan

Аннотация: In this paper ordered neural networks for the $N$-bit parity function containing $\mathop{\log }\nolimits_{2} (N+1)$ threshold elements are constructed. The minimality of this network is proved. The connection of minimum perceptrons of Gamb for the $N$-bit parity function wint one combinatorial problems is established.

Ключевые слова: Neural Networks, XOR problem, Perceptrons of Gamb.

MSC: 05XX

Поступила в редакцию: 08.06.2016

Язык публикации: английский



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