Search Results for author: Yao-Jen Lee

Found 3 papers, 0 papers with code

Neuromorphic Computing with Ferroelectric FinFETs in the Presence of Temperature, Process Variation, Device Aging and Flicker Noise

no code implementations5 Mar 2021 Sourav De, Bo-Han Qiu, Wei-Xuan Bu, Md. Aftab Baig, Chung-Jun Su, Yao-Jen Lee, Darsen Lu

This paper reports a comprehensive study on the impacts of temperature-change, process variation, flicker noise and device aging on the inference accuracy of pre-trained all-ferroelectric (FE) FinFET deep neural networks.

Neural Network simulation

Alleviation of Temperature Variation Induced Accuracy Degradation in Ferroelectric FinFET Based Neural Network

no code implementations3 Mar 2021 Sourav De, Hoang-Hiep Le, Md. Aftab Baig, Yao-Jen Lee, Darsen D. Lu, Thomas Kämpfe

This paper reports the impacts of temperature variation on the inference accuracy of pre-trained all-ferroelectric FinFET deep neural networks, along with plausible design techniques to abate these impacts.

Handwritten Digit Recognition

Analytical Modelling of Ferroelectricity Instigated Enhanced Electrostatic Control in Short-Channel FinFETs

no code implementations26 Jul 2020 Jhang-Yan Ciou, Sourav De, Chien-Wei-Wang, Wallace Lin, Yao-Jen Lee, Darsen Lu

This study simulated negative-capacitance double gate FinFETs with channel lengths ranging from 25nm to 100nm using TCAD.

Applied Physics

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