Mimicking spike-timing-dependent plasticity with emulated memristors

Cisternas Ferri, Agustín; Rapoport, Alan; Fierens, Pablo Ignacio; Patterson, Germán

ponencia en congreso.page.titleprefix
Mimicking spike-timing-dependent plasticity with emulated memristors

dc.contributor.author	Cisternas Ferri, Agustín
dc.contributor.author	Rapoport, Alan
dc.contributor.author	Fierens, Pablo Ignacio
dc.contributor.author	Patterson, Germán
dc.date.accessioned	2020-03-11T15:47:50Z
dc.date.available	2020-03-11T15:47:50Z
dc.date.issued	2019-05-07
dc.description.abstract	"Memristors have found application in neuromorphic circuits and it has been shown that, under certain conditions, they may mimic the behavior of neuronal synapses. Experimenting with memristor-based synapses has several problems. Indeed, memristor samples are difficult to obtain and tweaking their parameters to adapt their behavior requires a long fabrication and testing process. For this reason, simulation and emulation become attractive alternatives for the study of memristive systems. We postulate that emulation has the advantage of working with real-world circuits and not stylized simulation models. In this paper, we propose a basic memristor emulation architecture and show that it can be used to mimic certain characteristics of synapses."	en
dc.identifier.isbn	978-1728-11-403-3
dc.identifier.uri	http://ri.itba.edu.ar/handle/123456789/1899
dc.language.iso	en	en
dc.relation	info:eu-repo/semantics/altIdentifier/doi/10.1109/CAE.2019.8709281
dc.subject	NEUROPROCESARORES	es
dc.subject	ARDUINO	es
dc.subject	MEMRISTORS	es
dc.subject	CIRCUITOS NEUROMORFICOS	es
dc.title	Mimicking spike-timing-dependent plasticity with emulated memristors	en
dc.type	Ponencias en Congresos	es
dc.type	info:eu-repo/semantics/acceptedVersion
dspace.entity.type	Ponencia en Congreso
itba.description.filiation	Fil: Cisternas Ferri, Agustín. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Argentina
itba.description.filiation	Fil: Rapoport, Alan. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Argentina
itba.description.filiation	Fil: Fierens, Pablo Ignacio. Instituto Tecnológico de Buenos Aires. Argentina
itba.description.filiation	Fil: Fierens, Pablo Ignacio. Consejo Nacional de Investigaciones Científicas y Técnicas. Argentina
itba.description.filiation	Fil: Patterson, Germán. Instituto Tecnológico de Buenos Aires. Argentina
itba.description.filiation	Fil: Patterson, Germán. Consejo Nacional de Investigaciones Científicas y Técnicas. Argentina