N-bit Parity Neural Networks with minimum number of threshold neurons

Marat Z. Arslanov, Zhazira Amirgaliyeva, Chingiz Kenshimov · Open Engineering · 2016

Abstract In this paper ordered neural networks for the Nbit parity function containing [log 2 (N + 1)] threshold elements are constructed. The minimality of this network is proved. The connection between minimum perceptrons of Gamb for the N-bit parity function and one combinatorial problems is established.

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