Work

Determination of the initial guess for the problem of memristor model parameters extraction using machine learning algorithms

Year: 2021

Type: article

Abstract: The focus of this work is on the algorithm of extraction of parameters of the memristor model from the experimentally obtained current-voltage characteristics. The problem of finding the initial guess for this algorithm based on current-voltage characteristic features is stated and solved by means of machine learning algorithms.

Source: Izvestiya Vysshikh Uchebnykh Zavedenii Materialy Elektronnoi Tekhniki = Materials of Electronics Engineering

DOI: 10.17073/1609-3577-2021-2-97-101

Authors: E. S. Shamin, D. A. Zhevnenko, F. P. Meshchaninov, V. S. Kozhevnikov, E. S. Gornev

Institution: Moscow Institute of Physics and Technology

Language: English

Topic: Advanced Memory and Neural Computing

Subfield: Electrical and Electronic Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W4383569902

FWCI:

Cites: 5

Cited by:

Related to: 10