HYPERNEURONS. SPECTRAL SYNTHESIS OF NEUROSTRUCTURE MODULES

Alexander N. Sychev

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Materials, Methods & Technologies 2026, 28th International Conference

13-16 August, Burgas, Bulgaria

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Materials, Methods & Technologies, Volume 16, 2022

HYPERNEURONS. SPECTRAL SYNTHESIS OF NEUROSTRUCTURE MODULES

Alexander N. Sychev

Pagini: 225-232
Publicat: 16 Nov 2022
Vizualizări: 1,128
Descărcări: 145

Rezumat: In the synthesis of the hyperneuron module, lies the mathematical idea of a tangent bundle in the space of a logical function definition. The base of the tangent bundle and the input affine transformations of the neuron are determined on the basis of Walsh spectral representations. The example of synthesis for a randomly given logical function of 6 variables is presented.

Cuvinte cheie: tangent bundle, neuron, walsh spectral representations

Citează acest articol: Alexander N. Sychev. HYPERNEURONS. SPECTRAL SYNTHESIS OF NEUROSTRUCTURE MODULES. Journal of International Scientific Publications: Materials, Methods & Technologies 16, 225-232 (2022). https://www.scientific-publications.net/en/article/1002525/

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