Evaluation of Memristor Models for Large Crossbar Structures

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F16%3APU120398" target="_blank" >RIV/00216305:26220/16:PU120398 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/RADIOELEK.2016.7477423" target="_blank" >http://dx.doi.org/10.1109/RADIOELEK.2016.7477423</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/RADIOELEK.2016.7477423" target="_blank" >10.1109/RADIOELEK.2016.7477423</a>

Result language
angličtina
Original language name
Evaluation of Memristor Models for Large Crossbar Structures
Original language description
This paper is focused on comparing selected SPICE models of TiO2 memristors with respect to time- and memory requirements in the simulation of very large artificial neural networks, which are most likely the first real-world applications of memristors as analog memories. All models were implemented as HSPICE macros and simulated in a Multilayer Perceptron artificial neural network with variable configuration. The results show that after applying modifications to the models in order to prevent numerical overflows it is possible to simulate networks with tens of thousands of memristors.
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the 26th International Conference RADIOELEKTRONIKA 2016
ISBN
978-1-5090-1674-7
ISSN
—
e-ISSN
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Number of pages
4
Pages from-to
91-94
Publisher name
IEEE
Place of publication
Košice
Event location
Košice
Event date
Apr 19, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000383741100020

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