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A 2-D-Material FET Verilog-A Model for Analog Neuromorphic Circuit Design

dc.contributor.authorDubey, Prabhat Kumar
dc.contributor.authorStrangio, Sebastiano
dc.contributor.authorGonzález Marín, Enrique 
dc.contributor.authorIannaccone, Giuseppe
dc.contributor.authorFiori, Gianluca
dc.date.accessioned2023-09-20T09:48:37Z
dc.date.available2023-09-20T09:48:37Z
dc.date.issued2023-08-07
dc.identifier.citationP. K. Dubey, S. Strangio, E. G. Marin, G. Iannaccone and G. Fiori, "A 2-D-Material FET Verilog-A Model for Analog Neuromorphic Circuit Design," in IEEE Transactions on Electron Devices, vol. 70, no. 9, pp. 4945-4952, Sept. 2023. [doi: 10.1109/TED.2023.3298876]es_ES
dc.identifier.urihttps://hdl.handle.net/10481/84513
dc.descriptionThis work was supported in part by the European Project through European Research Council (ERC) Printable Electronic on Paper Through 2D Material based Inks (PEP2D) under Grant 770047, in part by Origami Electronics for three-dimensional integration of computational devices (ORIGENAL) under Grant 828901, and in part by Quantum Engineering for Machine Learning (QUEFORMAL) under Grant 829035. The work of Enrique G. Marin was supported in part by MCIN/AEI/10.13039/501100011033 under Project PID2020-116518GB-I00 and in part by FEDER/Junta de Andalucia under Project A-TIC-646-UGR20.es_ES
dc.description.abstractWe present a charge-based Verilog-A model for 2-D-material (2DM)-based field-effect transistors (FETs) with application in neuromorphic circuit design. The model combines the explicit solution of the drift-diffusion transport and electrostatics, including Fermi-Dirac statistics. The Ward-Dutton linear charge partitioning scheme is then employed for terminal charges and capacitance calculations. The model accurately predicts the electrical behavior of experimental MoS2 FETs, and it is applied to simulate neuromorphic-circuit building blocks, including a floating-gate (FG) current-mirror (CM) vector-matrix multi-plier (VMM), extracting the effective number of bits under different operation conditions.es_ES
dc.description.sponsorshipEuropean Project through European Research Council (ERC) Printable Electronic on Paper Through 2D Material based Inks (PEP2D) 770047es_ES
dc.description.sponsorshipOrigami Electronics for three-dimensional integration of computational devices (ORIGENAL) 828901es_ES
dc.description.sponsorshipQuantum Engineering for Machine Learning (QUEFORMAL) 829035es_ES
dc.description.sponsorshipMCIN/AEI PID2020-116518GB-I00es_ES
dc.description.sponsorshipFEDER/Junta de Andalucia A-TIC-646-UGR20es_ES
dc.language.isoenges_ES
dc.publisherIEEEes_ES
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internacional*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/*
dc.subject2-D materials (2DMs)es_ES
dc.subjectCurrent mirror (CM)es_ES
dc.subjectExplicit compact modeles_ES
dc.subjectNeural networkes_ES
dc.subjectVector-matrix multiplier (VMM)es_ES
dc.subjectVerilog-A modeles_ES
dc.titleA 2-D-Material FET Verilog-A Model for Analog Neuromorphic Circuit Designes_ES
dc.typejournal articlees_ES
dc.rights.accessRightsopen accesses_ES
dc.identifier.doi10.1109/TED.2023.3298876
dc.type.hasVersionVoRes_ES


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