Ferroelectric-based synapses and neurons for neuromorphic computing

E Covi, H Mulaosmanovic, B Max… - Neuromorphic …, 2022 - iopscience.iop.org
The shift towards a distributed computing paradigm, where multiple systems acquire and
elaborate data in real-time, leads to challenges that must be met. In particular, it is becoming …

Ferroelectric artificial synapses for high-performance neuromorphic computing: Status, prospects, and challenges

L Zhao, H Fang, J Wang, F Nie, R Li, Y Wang… - Applied Physics …, 2024 - pubs.aip.org
Neuromorphic computing provides alternative hardware architectures with high
computational efficiencies and low energy consumption by simulating the working principles …

Neuromorphic devices based on fluorite‐structured ferroelectrics

DH Lee, GH Park, SH Kim, JY Park, K Yang… - InfoMat, 2022 - Wiley Online Library
A continuous exponential rise has been observed in the storage and processing of the data
that may not curtail in the foreseeable future. The required data processing speed and …

Ferroelectric analog synaptic transistors

MK Kim, JS Lee - Nano letters, 2019 - ACS Publications
Neuromorphic computing is a promising alternative to conventional computing systems as it
could enable parallel computation and adaptive learning process. However, the …

Recent progress in ferroelectric synapses and their applications

S Yan, J Zang, P Xu, Y Zhu, G Li, Q Chen, Z Chen… - Science China …, 2023 - Springer
Brain-like computing is an important direction for the development of integrated circuits in
the post-Moore era, and the development of artificial synaptic devices that can simulate ideal …

Flexible ferroelectric devices: status and applications

X Jia, R Guo, BK Tay, X Yan - Advanced Functional Materials, 2022 - Wiley Online Library
Flexible electronic devices have been extensively studied for their advantages of
distinguished portability, conformal contact characteristics, and human‐friendly interfaces …

Oxide semiconductor-based ferroelectric thin-film transistors for advanced neuromorphic computing

MK Kim, IJ Kim, JS Lee - Applied Physics Letters, 2021 - pubs.aip.org
Neuromorphic computing that mimics the biological brain has been demonstrated as a next-
generation computing method due to its low power consumption and parallel data …

Reconfigurable 2D-ferroelectric platform for neuromorphic computing

Y Zhai, P Xie, J Hu, X Chen, Z Feng, Z Lv… - Applied Physics …, 2023 - pubs.aip.org
To meet the requirement of data-intensive computing in the data-explosive era, brain-
inspired neuromorphic computing have been widely investigated for the last decade …

High‐performance neuromorphic computing based on ferroelectric synapses with excellent conductance linearity and symmetry

ST Yang, XY Li, TL Yu, J Wang, H Fang… - Advanced Functional …, 2022 - Wiley Online Library
Artificial synapses can boost neuromorphic computing to overcome the inherent limitations
of von Neumann architecture. As a promising memristor candidate, ferroelectric tunnel …

Emerging memristive artificial neuron and synapse devices for the neuromorphic electronics era

J Li, H Abbas, DS Ang, A Ali, X Ju - Nanoscale horizons, 2023 - pubs.rsc.org
Growth of data eases the way to access the world but requires increasing amounts of energy
to store and process. Neuromorphic electronics has emerged in the last decade, inspired by …