Algorithm for determining the boundary contours of plasma discharges in the formation of surface of memristor structures

Evgenii Semenishchev; Nikolay Gapon; Sergey Zukov; Aleksander Zelensky; Salavat Urunov; Andrey Gribkov; Viacheslav Voronin

doi:10.1117/12.2666762

13 June 2023 Algorithm for determining the boundary contours of plasma discharges in the formation of surface of memristor structures

Evgenii Semenishchev, Nikolay Gapon, Sergey Zukov, Aleksander Zelensky, Salavat Urunov, Andrey Gribkov, Viacheslav Voronin

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Proceedings Volume 12528, Real-Time Image Processing and Deep Learning 2023; 125280D (2023) https://doi.org/10.1117/12.2666762
Event: SPIE Defense + Commercial Sensing, 2023, Orlando, Florida, United States

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Abstract

The article proposes to control of algorithm for the process of forming a coating with an increased content of an oxide layer resulting from the application of plasma formation of surface films. An implementation of an algorithm for adaptive determination of the contours of plasma discharge boundaries during the formation of films of memristor structures is proposed. The construction of the algorithm is based on the use of a multicriteria data processing method in the function of the boundary detector. An implementation of an adaptive change in the contact mask of the plasma discharge with the surface is proposed. Analysis of the contact size and density influences the shape and rate of formation of the oxide layer. The appearance of such a coating has the ability, when exposed to current, to form a complex curve of a function of a given shape. With the subsequent application of voltage, it can be used as an activation function. Recommendations on control and changes influences are presented. A hardware model implementation of an artificial neuron based on blocks of digital elements is presented. Examples of solving the problem of predicting the movement of an actuating element in the control of robotic complexes based on the formed neurons are given.

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Evgenii Semenishchev, Nikolay Gapon, Sergey Zukov, Aleksander Zelensky, Salavat Urunov, Andrey Gribkov, and Viacheslav Voronin "Algorithm for determining the boundary contours of plasma discharges in the formation of surface of memristor structures", Proc. SPIE 12528, Real-Time Image Processing and Deep Learning 2023, 125280D (13 June 2023); https://doi.org/10.1117/12.2666762

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