artículo de publicación periódica.page.titleprefix
On the application of a diffusive memristor compact model to neuromorphic circuits

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dc.contributor.authorCisternas Ferri, Agustín
dc.contributor.authorRapoport, Alan
dc.contributor.authorFierens, Pablo Ignacio
dc.contributor.authorPatterson, Germán
dc.contributor.authorMiranda, Enrique
dc.contributor.authorSuñé, Jordi
dc.date.accessioned2019-09-26T13:53:36Z
dc.date.available2019-09-26T13:53:36Z
dc.date.issued2019
dc.description.abstract"Memristive devices have found application in both random access memory and neuromorphic circuits. In particular, it is known that their behavior resembles that of neuronal synapses. However, it is not simple to come by samples of memristors and adjusting their parameters to change their response requires a laborious fabrication process. Moreover, sample to sample variability makes experimentation with memristor-based synapses even harder. The usual alternatives are to either simulate or emulate the memristive systems under study. Both methodologies require the use of accurate modeling equations. In this paper, we present a diffusive compact model of memristive behavior that has already been experimentally validated. Furthermore, we implement an emulation architecture that enables us to freely explore the synapse-like characteristics of memristors. The main advantage of emulation over simulation is that the former allows us to work with real-world circuits. Our results can give some insight into the desirable characteristics of the memristors for neuromorphic applications."en
dc.identifier.issn1996-1944
dc.identifier.urihttp://ri.itba.edu.ar/handle/123456789/1768
dc.language.isoenen
dc.relationinfo:eu-repo/semantics/reference/doi/10.3390/ma12142260
dc.relationinfo:eu-repo/grantAgreement/EU/H2020/ECSEL/2017-1-IA/EU. Bruselas/WakemeUP
dc.relationinfo:eu-repo/grantAgreement/ MINECO/PCI/2018-093107/SP. Madrid
dc.rightshttps://creativecommons.org/licenses/by/4.0/
dc.subjectMEMRISTORSes
dc.subjectCIRCUITOS NEUROMORFICOSes
dc.subjectSINAPSISes
dc.titleOn the application of a diffusive memristor compact model to neuromorphic circuitsen
dc.typeArtículos de Publicaciones Periódicases
dc.typeinfo:eu-repo/semantics/publishedVersion
dspace.entity.typeArtículo de Publicación Periódica
itba.description.filiationFil: Cisternas Ferri, Agustín. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina.
itba.description.filiationFil: Alan Rapoport. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina.
itba.description.filiationFil: Fierens, Pablo Ignacio. Instituto Tecnológico de Buenos Aires; Argentina.
itba.description.filiationFil: Fierens, Pablo Ignacio. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina.
itba.description.filiationFil: Patterson, Germán. Instituto Tecnológico de Buenos Aires; Argentina.
itba.description.filiationFil: Patterson, Germán. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina.
itba.description.filiationFil: Miranda, Enrique. Universitat Autònoma de Barcelona; España.
itba.description.filiationFil: Suñé, Jordi. Universitat Autònoma de Barcelona. España.

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