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Interfacial Layer Engineering to Enhance Noise Immunity of FeFETs for IMC Applications
Conference paper

Interfacial Layer Engineering to Enhance Noise Immunity of FeFETs for IMC Applications

Yannick Raffel, Sunanda Thunder, Maximilian Lederer, Ricardo Olivo, Raik Hoffmann, Luca Pirro, Sven Beyer, Talha Chohan, Po-Tsang Huang, Sourav De, …
Proceedings of 2022 IEEE International Conference on IC Design and Technology, ICICDT 2022, pp.8-11
2022

Abstract

FeFET Flicker noise hafnium oxide interface traps interface treatments neuromorphic computing Electrical and Electronic Engineering Control and Optimization
This article reports an improvement in the low- frequency noise characteristics in hafnium oxide-based (HfO2) ferroelectric field-effect transistors (FeFET) by interfacial layer (IL) engineering. FeFET devices with silicon dioxide (SiO2) and silicon oxynitride (SiON) as IL were fabricated and characterised. FeFETs with SiON interfaces demonstrated an excellent improvement in variation, and low-frequency noise characteristics. The wider memory window for operation in FeFETs with SiON IL also allows for a higher noise tolerance during the inference operation. Finally, the evaluation of system performance by neuromorphic simulation shows that FeFET with SiON IL are highly immune to noise degradation and endurance, without retention penalty.

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