Recent progress in three-terminal artificial synapses based on 2D materials: from mechanisms to applications
Synapses are essential for the transmission of neural signals. Synaptic plasticity allows for
changes in synaptic strength, enabling the brain to learn from experience. With the rapid …
changes in synaptic strength, enabling the brain to learn from experience. With the rapid …
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 …
of von Neumann architecture. As a promising memristor candidate, ferroelectric tunnel …
Recent progress on two-dimensional neuromorphic devices and artificial neural network
C Tian, L Wei, Y Li, J Jiang - Current Applied Physics, 2021 - Elsevier
Mimicking biological synapses with microelectronic devices is widely considered as the first
step in hardware building artificial neuromorphic networks, which is also the basis of brain …
step in hardware building artificial neuromorphic networks, which is also the basis of brain …
High-Performance Neuromorphic Computing and Logic Operation Based on a Self-Assembled Vertically Aligned Nanocomposite SrTiO3:MgO Film Memristor
Z Guo, G Liu, Y Sun, Y Zhang, J Zhao, P Liu, H Wang… - ACS …, 2023 - ACS Publications
Neuromorphic computing based on memristors capable of in-memory computing is
promising to break the energy and efficiency bottleneck of well-known von Neumann …
promising to break the energy and efficiency bottleneck of well-known von Neumann …
Multi-neuron connection using multi-terminal floating–gate memristor for unsupervised learning
UY Won, Q An Vu, SB Park, MH Park, V Dam Do… - Nature …, 2023 - nature.com
Multi-terminal memristor and memtransistor (MT-MEMs) has successfully performed
complex functions of heterosynaptic plasticity in synapse. However, theses MT-MEMs lack …
complex functions of heterosynaptic plasticity in synapse. However, theses MT-MEMs lack …
Giant Electroresistance in Ferroelectric Tunnel Junctions via High-Throughput Designs: Toward High-Performance Neuromorphic Computing
H Fang, J Wang, F Nie, N Zhang, T Yu… - … Applied Materials & …, 2023 - ACS Publications
Ferroelectric tunnel junctions (FTJs) have been regarded as one of the most promising
candidates for next-generation devices for data storage and neuromorphic computing owing …
candidates for next-generation devices for data storage and neuromorphic computing owing …
Indium–Gallium–Zinc Oxide-Based Synaptic Charge Trap Flash for Spiking Neural Network-Restricted Boltzmann Machine
Recently, neuromorphic computing has been proposed to overcome the drawbacks of the
current von Neumann computing architecture. Especially, spiking neural network (SNN) has …
current von Neumann computing architecture. Especially, spiking neural network (SNN) has …
Implementation of synaptic device using ultraviolet ozone treated water‐in‐bisalt/polymer electrolyte‐gated transistor
Electrolyte‐gated transistors (EGTs) have been extensively studied as a next‐generation
neuromorphic device mimicking the biological ionic flux in synapses. However, its long‐term …
neuromorphic device mimicking the biological ionic flux in synapses. However, its long‐term …
Demonstration of Nonvolatile Storage and Synaptic Functions in All-Two-Dimensional Floating-Gate Transistors Based on MoS2 Channels
W Li, J Li, Y Chen, Z Chen, W Li, Z Wang… - ACS Applied …, 2023 - ACS Publications
With the advent of post-Moore era, the development of memory devices based on bulk
materials gradually entered the bottleneck period. Two-dimensional (2D) materials have …
materials gradually entered the bottleneck period. Two-dimensional (2D) materials have …
Gas‐phase alkali metal‐assisted MOCVD growth of 2D transition metal dichalcogenides for large‐scale precise nucleation control
Advances in large‐area and high‐quality 2D transition metal dichalcogenides (TMDCs)
growth are essential for semiconductor applications. Here, the gas‐phase alkali metal …
growth are essential for semiconductor applications. Here, the gas‐phase alkali metal …