The fundamentals and applications of ferroelectric HfO2

U Schroeder, MH Park, T Mikolajick… - Nature Reviews …, 2022 - nature.com
Since the first report of ferroelectricity in a Si-doped HfO2 film in 2011, HfO2-based materials
have attracted much interest from the ferroelectric materials and devices community …

Wurtzite and fluorite ferroelectric materials for electronic memory

KH Kim, I Karpov, RH Olsson III, D Jariwala - Nature Nanotechnology, 2023 - nature.com
Ferroelectric materials, the charge equivalent of magnets, have been the subject of
continued research interest since their discovery more than 100 years ago. The …

An in-memory computing architecture based on a duplex two-dimensional material structure for in situ machine learning

H Ning, Z Yu, Q Zhang, H Wen, B Gao, Y Mao… - Nature …, 2023 - nature.com
The growing computational demand in artificial intelligence calls for hardware solutions that
are capable of in situ machine learning, where both training and inference are performed by …

Compute-in-memory chips for deep learning: Recent trends and prospects

S Yu, H Jiang, S Huang, X Peng… - IEEE circuits and systems …, 2021 - ieeexplore.ieee.org
Compute-in-memory (CIM) is a new computing paradigm that addresses the memory-wall
problem in hardware accelerator design for deep learning. The input vector and weight …

[HTML][HTML] Next generation ferroelectric materials for semiconductor process integration and their applications

T Mikolajick, S Slesazeck, H Mulaosmanovic… - Journal of Applied …, 2021 - pubs.aip.org
Ferroelectrics are a class of materials that possess a variety of interactions between
electrical, mechanical, and thermal properties that have enabled a wealth of functionalities …

Ferroelectric field-effect transistors based on HfO2: a review

H Mulaosmanovic, ET Breyer, S Dünkel, S Beyer… - …, 2021 - iopscience.iop.org
In this article, we review the recent progress of ferroelectric field-effect transistors (FeFETs)
based on ferroelectric hafnium oxide (HfO 2), ten years after the first report on such a device …

The past, the present, and the future of ferroelectric memories

T Mikolajick, U Schroeder… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Ferroelectric materials are characterized by two stable polarization states that can be
switched from one to another by applying an electrical field. As one of the most promising …

The era of hyper-scaling in electronics

S Salahuddin, K Ni, S Datta - Nature electronics, 2018 - nature.com
In the past five decades, the semiconductor industry has gone through two distinct eras of
scaling: the geometric (or classical) scaling era and the equivalent (or effective) scaling era …

Ferroelectric ternary content-addressable memory for one-shot learning

K Ni, X Yin, AF Laguna, S Joshi, S Dünkel… - Nature …, 2019 - nature.com
Deep neural networks are efficient at learning from large sets of labelled data, but struggle to
adapt to previously unseen data. In pursuit of generalized artificial intelligence, one …

A ferroelectric semiconductor field-effect transistor

M Si, AK Saha, S Gao, G Qiu, J Qin, Y Duan, J Jian… - Nature …, 2019 - nature.com
Ferroelectric field-effect transistors employ a ferroelectric material as a gate insulator, the
polarization state of which can be detected using the channel conductance of the device. As …