Modeling emerging technologies using machine learning: Challenges and opportunities

F Klemme, J Prinz, VM van Santen, J Henkel… - Proceedings of the 39th …, 2020 - dl.acm.org
Compact models of transistors act as the link between semiconductor technology and circuit
design via circuit simulations. Unfortunately, compact model development and calibration is …

Impact of variability on processor performance in negative capacitance finfet technology

H Amrouch, G Pahwa, AD Gaidhane… - … on Circuits and …, 2020 - ieeexplore.ieee.org
In this work, we investigate for the first time the impact of Negative Capacitance FinFET (NC-
FinFET) technology on the performance of processors under the effects of process variations …

Design automation of approximate circuits with runtime reconfigurable accuracy

G Zervakis, H Amrouch, J Henkel - IEEE access, 2020 - ieeexplore.ieee.org
Leveraging the inherent error tolerance of a vast number of application domains that are
rapidly growing, approximate computing arises as a design alternative to improve the …

Impact of interface traps on negative capacitance transistor: Device and circuit reliability

O Prakash, A Gupta, G Pahwa, J Henkel… - IEEE Journal of the …, 2020 - ieeexplore.ieee.org
In this work, we investigate the impact of Si-SiO 2 interface traps on the performance of
negative capacitance transistor, which is a promising emerging technology that aims at …

Implementation and performance evaluation of ferroelectric negative capacitance FET

R Deepa, MP Devi, NA Vignesh, S Kanithan - Silicon, 2022 - Springer
With the constant increase in power dissipation of nanoscale transistors, the almost four-
decade-old cycle of performance advancement in complementary metal–oxide …

On the resiliency of NCFET circuits against voltage over-scaling

G Paim, G Zervakis, G Pahwa… - … on Circuits and …, 2021 - ieeexplore.ieee.org
Approximate computing is established as a design alternative to improve the energy
requirements of a vast number of applications, leveraging their intrinsic error tolerance …

Cell library characterization using machine learning for design technology co-optimization

F Klemme, Y Chauhan, J Henkel… - Proceedings of the 39th …, 2020 - dl.acm.org
To explore the full potential of any circuit and ensure its functionality at run-time, cell libraries
beyond the typical PVT corners are needed. This holds even more for emerging …

Analytical modeling of negative capacitance transistor based ultra low power Schmitt trigger

G Keerthi, S Semwal, A Kranti - Solid-State Electronics, 2023 - Elsevier
Through an analytical framework, the work showcases the potential benefits of Metal-
Ferroelectric-Metal-Insulator-Semiconductor (MFMIS) negative capacitance (NC) transistor …

Analysis of performance for novel pocket-doped NCFET under the influence of interface trap charges and temperature variation

B Choudhuri, K Mummaneni - Microelectronics Journal, 2022 - Elsevier
This paper explores the DC characteristics and trap analysis of single gate NCFET (SG-
NCFET) and highly doped double pocket double gate NCFET (HDDP-DG-NCFET) with …

Power-efficient heterogeneous many-core design with ncfet technology

S Salamin, M Rapp, A Pathania, A Maity… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Multi-/many-core, homogeneous or heterogeneous architectures, using the existing CMOS
technology are inevitably approaching the limit of attainable power efficiency due to the …