Minimization of the Line Resistance Impact on Memdiode-Based Simulations of Multilayer Perceptron Arrays Applied to Pattern Recognition

Minimization of the Line Resistance Impact on Memdiode-Based Simulations of Multilayer Perceptron Arrays Applied to Pattern Recognition

In this paper, we extend the application of the Quasi-Static Memdiode model to the realistic SPICE simulation of memristor-based single (SLPs) and multilayer perceptrons (MLPs) intended for large dataset pattern recognition. By considering ex-situ training and the classification of the hand-written...

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Bibliographic Details
Main Authors: Fernando Leonel Aguirre, Nicolás M. Gomez, Sebastián Matías Pazos, Félix Palumbo, Jordi Suñé, Enrique Miranda
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Journal of Low Power Electronics and Applications
Subjects:
RRAM
resistive-switching
cross-point
memory
memristor
neuromorphic
Online Access:https://www.mdpi.com/2079-9268/11/1/9

Internet

https://www.mdpi.com/2079-9268/11/1/9

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