Ferroelectrics-integrated two-dimensional devices toward next-generation electronics

T Jin, J Mao, J Gao, C Han, KP Loh, ATS Wee… - ACS nano, 2022 - ACS Publications
Ferroelectric materials play an important role in a wide spectrum of semiconductor
technologies and device applications. Two-dimensional (2D) van der Waals (vdW) …

Hardware implementation of memristor-based artificial neural networks

F Aguirre, A Sebastian, M Le Gallo, W Song… - Nature …, 2024 - nature.com
Artificial Intelligence (AI) is currently experiencing a bloom driven by deep learning (DL)
techniques, which rely on networks of connected simple computing units operating in …

Multilayer Reservoir Computing Based on Ferroelectric α‐In2Se3 for Hierarchical Information Processing

K Liu, B Dang, T Zhang, Z Yang, L Bao, L Xu… - Advanced …, 2022 - Wiley Online Library
Dynamic physical systems such as reservoir computing (RC) architectures show a great
prospect in temporal information processing, whereas hierarchical information processing …

Two‐dimensional In2Se3: A rising advanced material for ferroelectric data storage

YT Huang, NK Chen, ZZ Li, XP Wang, HB Sun… - InfoMat, 2022 - Wiley Online Library
Ferroelectric memory is a promising candidate for next‐generation nonvolatile memory
owing to its outstanding performance such as low power consumption, fast speed, and high …

Memristor-based artificial chips

B Sun, Y Chen, G Zhou, Z Cao, C Yang, J Du, X Chen… - ACS …, 2023 - ACS Publications
Memristors, promising nanoelectronic devices with in-memory resistive switching behavior
that is assembled with a physically integrated core processing unit (CPU) and memory unit …

Memristor-based neural networks: a bridge from device to artificial intelligence

Z Cao, B Sun, G Zhou, S Mao, S Zhu, J Zhang… - Nanoscale …, 2023 - pubs.rsc.org
Since the beginning of the 21st century, there is no doubt that the importance of artificial
intelligence has been highlighted in many fields, among which the memristor-based artificial …

Programmable graded doping for reconfigurable molybdenum ditelluride devices

R Peng, Y Wu, B Wang, R Shi, L Xu, T Pan, J Guo… - Nature …, 2023 - nature.com
Non-volatile reconfigurable devices have the potential to improve integration levels and
lower power consumption in next-generation electronics. Two-dimensional semiconductors …

Progress and challenges for memtransistors in neuromorphic circuits and systems

X Yan, JH Qian, VK Sangwan… - Advanced Materials, 2022 - Wiley Online Library
Due to the increasing importance of artificial intelligence (AI), significant recent effort has
been devoted to the development of neuromorphic circuits that seek to emulate the energy …

High-performance van der Waals antiferroelectric CuCrP2S6-based memristors

Y Ma, Y Yan, L Luo, S Pazos, C Zhang, X Lv… - Nature …, 2023 - nature.com
Layered thio-and seleno-phosphate ferroelectrics, such as CuInP2S6, are promising
building blocks for next-generation nonvolatile memory devices. However, because of the …

Solution‐Processed Hydrogen‐Bonded Organic Framework Nanofilms for High‐Performance Resistive Memory Devices

X Yang, J Huang, S Gao, Y Zhao, T Huang… - Advanced …, 2023 - Wiley Online Library
The integration of hydrogen‐bonded organic frameworks (HOFs) into electronic devices
holds great promise due to their high crystallinity, intrinsic porosity, and easy regeneration …