46 citations · 90 across the 8 of their papers we have counts for
4 papers · 1 filter
Extreme Memorization via Scale of Initialization
Harsh Mehta, Ashok Cutkosky, Behnam Neyshabur
We construct an experimental setup in which changing the scale of initialization strongly impacts the implicit regularization induced by SGD, interpolating from good generalization…
Analytical Modelling of Ferroelectricity Instigated Enhanced Electrostatic Control in Short-Channel FinFETs
Jhang-Yan Ciou, Sourav De, Chien-Wei-Wang +3
This study simulated negative-capacitance double gate FinFETs with channel lengths ranging from 25nm to 100nm using TCAD. The results show that negative capacitance significantly r…
Formation of Uniform Crystal and Reduction of Electrical Variation in HfZrO Ferroelectric Memory by Thermal Engineering
Sourav De, Bo-Han Qiu, Md. Aftab Baig +2
In this paper we proclaim excellent variation control in HfZrO based ferroelectric films obtained by germination of large ferroelectric domain via extended dura…
A computationally efficient compact model for ferroelectric FETs for the simulation of online training of neural networks
Darsen D. Lu, Sourav De, Mohammed Aftab Baig +2
Tri-gate ferroelectric FETs with Hf0.5Zr0.5O2 gate insulator for memory and neuromorphic applications are fabricated and characterized for multi-level operation. The conductance an…