Behavioral modeling of integrated phase-change photonic devices for neuromorphic computing applications

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dc.contributor.authorCarrillo, Santiago G.-C.
dc.contributor.authorGemo, Emanuele
dc.contributor.authorLi, Xuan
dc.contributor.authorYoungblood, Nathan
dc.contributor.authorKatumba, Andrew
dc.contributor.authorBienstman, Peter
dc.contributor.authorPernice, Wolfram
dc.contributor.authorBhaskaran, Harish
dc.contributor.authorWright, C. David
dc.date.accessioned2022-11-27T20:23:12Z
dc.date.available2022-11-27T20:23:12Z
dc.date.issued2019
dc.description.abstractThe combination of phase-change materials and integrated photonics has led to the development of new forms of all-optical devices, including photonic memories, arithmetic and logic processors, and synaptic and neuronal mimics. Such devices can be readily fabricated into photonic integrated circuits, so potentially delivering large-scale all-optical arithmetic-logic units and neuromorphic processing chips. To facilitate in the design and optimization of such large-scale systems, and to aid in the understanding of device and system performance, fast yet accurate computer models are needed. Here, we describe the development of a behavioral modeling tool that meets such requirements, being capable of essentially instantaneous modeling of the write, erase, and readout performance of various integrated phase-change photonic devices, including those for synaptic and neuronal mimics.en_US
dc.identifier.citationCarrillo, S. G. C., Gemo, E., Li, X., Youngblood, N., Katumba, A., Bienstman, P., ... & Wright, C. D. (2019). Behavioral modeling of integrated phase-change photonic devices for neuromorphic computing applications. APL Materials, 7(9), 091113. doi: 10.1063/1.5111840en_US
dc.identifier.other10.1063/1.5111840
dc.identifier.urihttps://nru.uncst.go.ug/handle/123456789/5489
dc.language.isoenen_US
dc.publisherAPL Materialsen_US
dc.subjectBehavioral modelingen_US
dc.subjectIntegrated phase-changeen_US
dc.subjectPhotonic devicesen_US
dc.subjectNeuromorphic computing applicationsen_US
dc.titleBehavioral modeling of integrated phase-change photonic devices for neuromorphic computing applicationsen_US
dc.typeArticleen_US
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