2D material based synaptic devices for neuromorphic computing

G Cao, P Meng, J Chen, H Liu, R Bian… - Advanced Functional …, 2021 - Wiley Online Library
The demand for computing power has been increasing exponentially since the emergence
of artificial intelligence (AI), internet of things (IoT), and machine learning (ML), where novel …

Neuromorphic engineering: from biological to spike‐based hardware nervous systems

JQ Yang, R Wang, Y Ren, JY Mao, ZP Wang… - Advanced …, 2020 - Wiley Online Library
The human brain is a sophisticated, high‐performance biocomputer that processes multiple
complex tasks in parallel with high efficiency and remarkably low power consumption …

Memristor based on inorganic and organic two-dimensional materials: mechanisms, performance, and synaptic applications

K Liao, P Lei, M Tu, S Luo, T Jiang… - ACS Applied Materials …, 2021 - ACS Publications
A memristor is a two-terminal device with nonvolatile resistive switching (RS) behaviors.
Recently, memristors have been highly desirable for both fundamental research and …

Stimuli‐responsive memristive materials for artificial synapses and neuromorphic computing

H Bian, YY Goh, Y Liu, H Ling, L Xie… - Advanced Materials, 2021 - Wiley Online Library
Neuromorphic computing holds promise for building next‐generation intelligent systems in a
more energy‐efficient way than the conventional von Neumann computing architecture …

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 …

Novel charm of 2D materials engineering in memristor: when electronics encounter layered morphology

S Batool, M Idrees, SR Zhang, ST Han, Y Zhou - Nanoscale Horizons, 2022 - pubs.rsc.org
The family of two-dimensional (2D) materials composed of atomically thin layers connected
via van der Waals interactions has attracted much curiosity due to a variety of intriguing …

Rationally Designing High‐Performance Versatile Organic Memristors through Molecule‐Mediated Ion Movements

T Zhang, L Wang, W Ding, Y Zhu, H Qian… - Advanced …, 2023 - Wiley Online Library
Organic memory has attracted tremendous attention for next‐generation electronic elements
for the molecules' striking ease of structural design. However, due to them being hardly …

Yield, variability, reliability, and stability of two-dimensional materials based solid-state electronic devices

M Lanza, Q Smets, C Huyghebaert, LJ Li - Nature communications, 2020 - nature.com
The importance of statistical analyses on 2D materials-based electronic devices and circuits
is sometimes overlooked. Here the authors discuss the most pressing integration issues for …

Interface‐Modulated Resistive Switching in Mo‐Irradiated ReS2 for Neuromorphic Computing

ME Pam, S Li, T Su, YC Chien, Y Li, YS Ang… - Advanced …, 2022 - Wiley Online Library
Coupling charge impurity scattering effects and charge‐carrier modulation by doping can
offer intriguing opportunities for atomic‐level control of resistive switching (RS) …

Pentagonal 2D Transition Metal Dichalcogenides: PdSe2 and Beyond

Q Liang, Z Chen, Q Zhang… - Advanced Functional …, 2022 - Wiley Online Library
Abstract 2D materials with common hexagonal crystal structures, such as graphene,
hexagonal boron nitride, and transition metal dichalcogenides have attracted great interest …