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 …

Unveiled Ferroelectricity in Well‐Known Non‐Ferroelectric Materials and Their Semiconductor Applications

DH Lee, Y Lee, YH Cho, H Choi… - Advanced Functional …, 2023 - Wiley Online Library
Ferroelectric materials are considered ideal for emerging memory devices owing to their
characteristic remanent polarization, which can be switched by applying a sufficient electric …

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 …

Achieving software-equivalent accuracy for hyperdimensional computing with ferroelectric-based in-memory computing

A Kazemi, F Müller, MM Sharifi, H Errahmouni… - Scientific reports, 2022 - nature.com
Hyperdimensional computing (HDC) is a brain-inspired computational framework that relies
on long hypervectors (HVs) for learning. In HDC, computational operations consist of simple …

FeFET: A versatile CMOS compatible device with game-changing potential

S Beyer, S Dünkel, M Trentzsch, J Müller… - 2020 IEEE …, 2020 - ieeexplore.ieee.org
With the discovery of ferroelectricity in HfO 2 based thin films and the co-integration of
ferroelectric field effect transistors (FeFET) into standard high-k metal gate (HKMG) CMOS …

FeCAM: A universal compact digital and analog content addressable memory using ferroelectric

X Yin, C Li, Q Huang, L Zhang… - … on Electron Devices, 2020 - ieeexplore.ieee.org
Ferroelectric field effect transistors (FeFETs) are being actively investigated with the
potential for in-memory computing (IMC) over other nonvolatile memories (NVMs). Content …

In‐memory computing with memristor content addressable memories for pattern matching

CE Graves, C Li, X Sheng, D Miller… - Advanced …, 2020 - Wiley Online Library
The dramatic rise of data‐intensive workloads has revived application‐specific
computational hardware for continuing speed and power improvements, frequently achieved …

Reconfigurable logic‐in‐memory and multilingual artificial synapses based on 2D heterostructures

X Xiong, J Kang, Q Hu, C Gu, T Gao… - Advanced Functional …, 2020 - Wiley Online Library
Nonvolatile logic devices have attracted intensive research attentions recently for energy
efficiency computing, where data computing and storage can be realized in the same device …

A reconfigurable fefet content addressable memory for multi-state hamming distance

L Liu, AF Laguna, R Rajaei, MM Sharifi… - … on Circuits and …, 2023 - ieeexplore.ieee.org
Pattern searches, a key operation in many data analytic applications, often deal with data
represented by multiple states per dimension. However, hash tables, a common software …

Searchd: A memory-centric hyperdimensional computing with stochastic training

M Imani, X Yin, J Messerly, S Gupta… - … on Computer-Aided …, 2019 - ieeexplore.ieee.org
Brain-inspired hyperdimensional (HD) computing emulates cognitive tasks by computing
with long binary vectors-also know as hypervectors-as opposed to computing with numbers …