Neuromorphic-inspired behaviour in core-shell nanowire networks

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dc.contributor.authorManning, Hugh G.
dc.contributor.authorBiswas, Subhajit
dc.contributor.authorKumar, Shailja
dc.contributor.authorHolmes, Justin D.
dc.contributor.authorBoland, John J.
dc.contributor.funderEuropean Research Councilen
dc.contributor.funderScience Foundation Irelanden
dc.date.accessioned2019-03-22T09:41:18Z
dc.date.available2019-03-22T09:41:18Z
dc.date.issued2018-07
dc.date.updated2019-03-22T09:34:22Z
dc.description.abstractEngineering smart-materials with emergent properties requires designing and characterizing systems with desirable behaviours. Neuromorphic (brain-like) architectures require plasticity, where the strength of the connections and the time with which they decay can be modulated based on the magnitude and the repetition of the applied stimuli. This functionality is emulated in our complex nanowire network material through electrical resistive switching. The formation of nano-sized filamentary connections between overlapping wires across the network facilitates a controllable transition from a high resistance state to one (or more) lower resistance states with corresponding memory retention times. We report on the neuromorphic inspired behaviors that emerge from networks of metal nanowires coated with TiO 2 shells.en
dc.description.sponsorshipEuropean Research Council (Advanced Grant 321160)en
dc.description.statusPeer revieweden
dc.description.urihttp://ieeenano18.org/en
dc.description.versionAccepted Versionen
dc.format.mimetypeapplication/pdfen
dc.identifier.citationManning, H. G., Biswas, S., Kumar, S., Holmes, J. D. and Boland, J. J. (2018) 'Neuromorphic- inspired behaviour in core-shell nanowire networks', 2018 IEEE 18th International Conference on Nanotechnology (IEEE-NANO), Cork, Ireland, 23-26 July. doi:10.1109/NANO.2018.8626353en
dc.identifier.doi10.1109/NANO.2018.8626353
dc.identifier.endpage2en
dc.identifier.isbn978-1-5386-5336-4
dc.identifier.isbn978-1-5386-5337-1
dc.identifier.issn1944-9380
dc.identifier.issn1944-9399
dc.identifier.startpage1en
dc.identifier.urihttps://hdl.handle.net/10468/7659
dc.language.isoenen
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)en
dc.relation.ispartof2018 IEEE 18th International Conference on Nanotechnology (IEEE-NANO)
dc.relation.projectinfo:eu-repo/grantAgreement/SFI/SFI Research Centres/12/RC/2278/IE/Advanced Materials and BioEngineering Research Centre (AMBER)/en
dc.relation.urihttps://ieeexplore.ieee.org/document/8626353
dc.rights© 2018, IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.en
dc.subjectCoatingsen
dc.subjectNanowiresen
dc.subjectCore-shell nanowire networksen
dc.subjectEngineering smart-materialen
dc.subjectNeuromorphic architecturesen
dc.subjectPlasticityen
dc.subjectComplex nanowire network materialen
dc.subjectElectrical resistive switchingen
dc.subjectNanosized filamentary connectionsen
dc.subjectHigh resistance stateen
dc.subjectLower resistance statesen
dc.subjectNeuromorphic inspired behaviorsen
dc.subjectMetal nanowiresen
dc.subjectMemory retention timesen
dc.subjectTiO2en
dc.subjectNanobioscienceen
dc.subjectNeuromorphicsen
dc.subjectOptical switchesen
dc.subjectNanoscale devicesen
dc.subjectMicroscopyen
dc.subjectImmune systemen
dc.titleNeuromorphic-inspired behaviour in core-shell nanowire networksen
dc.typeConference itemen
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