2003
DOI: 10.1109/ted.2003.815862
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Simulation of intrinsic parameter fluctuations in decananometer and nanometer-scale MOSFETs

Abstract: Abstract-Intrinsic parameter fluctuations introduced by discreteness of charge and matter will play an increasingly important role when semiconductor devices are scaled to decananometer and nanometer dimensions in next-generation integrated circuits and systems. In this paper, we review the analytical and the numerical simulation techniques used to study and predict such intrinsic parameters fluctuations. We consider random discrete dopants, trapped charges, atomic-scale interface roughness, and line edge roug… Show more

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Cited by 504 publications
(260 citation statements)
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References 92 publications
(134 reference statements)
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“…[2][3][4][5] Achievements include controlled positioning of small numbers of dopants within the semiconducting host, 4,6-9 with quantitative theoretical descriptions of their wave functions, 10,11 as well as local perturbations of their properties including optical orientation of their spin, 12 electrical control of their charge state, 13,14 and electrical probing of their spin excitations. 15 Electronic manipulation of dopant charge states has been predominately limited to ionization of Coulombically bound (shallow) donor and acceptor levels, 14,16 although switching a Si dopant between a substitutional and interstitial position with an associated charge change has also been demonstrated.…”
Section: Introductionmentioning
confidence: 99%
“…[2][3][4][5] Achievements include controlled positioning of small numbers of dopants within the semiconducting host, 4,6-9 with quantitative theoretical descriptions of their wave functions, 10,11 as well as local perturbations of their properties including optical orientation of their spin, 12 electrical control of their charge state, 13,14 and electrical probing of their spin excitations. 15 Electronic manipulation of dopant charge states has been predominately limited to ionization of Coulombically bound (shallow) donor and acceptor levels, 14,16 although switching a Si dopant between a substitutional and interstitial position with an associated charge change has also been demonstrated.…”
Section: Introductionmentioning
confidence: 99%
“…Low frequency noise has been reported [6] of an amplitude comparable with 20-60% of the drain current. Current fluctuations on this scale become a serious performance and reliability issue.…”
Section: Mosfet Technologymentioning
confidence: 97%
“…The CRBM is based on Hinton's Product of Expert in Restricted Boltzmann Machine form (PoE/RBM) [4], adapted to draw upon the training approach of the diffusion network [5]. We adopt a hierarchical modeling strategy, whereby we first (Section 3.1) build SPICE-based behavioral models of noisy DSM MOSFETs based upon "atomistic" simulation of the underlying noise mechanisms [6]. We then design the key component of the CRBM, an analog multiplier, using noisy-MOSFET models (Section 3.2).…”
Section: Introductionmentioning
confidence: 99%
“…Circuit and system performance and yield will be greatly affected at future generation technology nodes, and the analysis of such variations is vital for the continued advancement of the silicon industry. Various intrinsic sources of parameter fluctuations have been studied up to this point, including random discrete doping, line edge roughness and oxide thickness variation [1,2].…”
Section: Introductionmentioning
confidence: 99%