100 citations · 102 across the 2 of their papers we have counts for
6 papers
Indium-Tin-Oxide Transistors with One Nanometer Thick Channel and Ferroelectric Gating
Mengwei Si, Joseph Andler, Xiao Lyu +4
In this work, we demonstrate high performance indium-tin-oxide (ITO) transistors with the channel thickness down to 1 nm and ferroelectric Hf0.5Zr0.5O2 as gate dielectric. On-curre…
A Hybrid FeMFET-CMOS Analog Synapse Circuit for Neural Network Training and Inference
Arman Kazemi, Ramin Rajaei, Kai Ni +3
An analog synapse circuit based on ferroelectric-metal field-effect transistors is proposed, that offers 6-bit weight precision. The circuit is comprised of volatile least signific…
Inherent Weight Normalization in Stochastic Neural Networks
Georgios Detorakis, Sourav Dutta, Abhishek Khanna +3
Multiplicative stochasticity such as Dropout improves the robustness and generalizability of deep neural networks. Here, we further demonstrate that always-on multiplicative stocha…
Design space exploration of Ferroelectric FET based Processing-in-Memory DNN Accelerator
Insik Yoon, Matthew Jerry, Suman Datta +1
In this letter, we quantify the impact of device limitations on the classification accuracy of an artificial neural network, where the synaptic weights are implemented in a Ferroel…
Phase Field Modeling of Domain Dynamics and Polarization Accumulation in Ferroelectric HZO
Atanu K Saha, Kai Ni, Sourav Dutta +2
In this work, we investigate the accumulative polarization (P) switching characteristics of ferroelectric (FE) thin films under the influence of sequential electric-field pulses. B…
Revisiting the theory of ferroelectric negative capacitance
Kausik Majumdar, Suman Datta, Satyavolu Papa Rao
In this paper we revisit the theory of negative capacitance, in a (i) standalone ferroelectric, (ii) ferroelectric-dielectric, and (iii) ferroelectric-semiconductor series combinat…