HYPERNEURONS. SPECTRAL SYNTHESIS OF NEUROSTRUCTURE MODULES

Alexander N. Sychev

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Materials, Methods & Technologies 2025, 27th International Conference

14-17 August, Burgas, Bulgaria

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Materials, Methods & Technologies, Volume 16, 2022

HYPERNEURONS. SPECTRAL SYNTHESIS OF NEUROSTRUCTURE MODULES

Alexander N. Sychev

Pages: 225-232
Published: 16 Nov 2022
Views: 365
Downloads: 53

Abstract: 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.

Keywords: tangent bundle, neuron, walsh spectral representations

Cite this article: 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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