Scaled, Ferroelectric Memristive Synapse for Back‐End‐of‐Line Integration with Neuromorphic Hardware

L Bégon‐Lours, M Halter, FM Puglisi… - Advanced Electronic …, 2022 - Wiley Online Library
Ohmic, memristive synaptic weights are fabricated with a back‐end‐of‐line compatible
process, based on a 3.5 nm HfZrO4 thin film crystallized in the ferroelectric phase at only …

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 …

IGZO-based floating-gate synaptic transistors for neuromorphic computing

Y He, R Liu, S Jiang, C Chen, L Zhu… - Journal of Physics D …, 2020 - iopscience.iop.org
Neuromorphic computing, that is expected to be implemented with emerging synaptic
devices, may overcome the inherent efficiency bottleneck in conventional digital computers …

Indium–Gallium–Zinc Oxide-Based Synaptic Charge Trap Flash for Spiking Neural Network-Restricted Boltzmann Machine

E Park, S Jang, G Noh, Y Jo, DK Lee, IS Kim… - Nano …, 2023 - ACS Publications
Recently, neuromorphic computing has been proposed to overcome the drawbacks of the
current von Neumann computing architecture. Especially, spiking neural network (SNN) has …

Emerging memory devices for artificial synapses

Y Park, MK Kim, JS Lee - Journal of Materials Chemistry C, 2020 - pubs.rsc.org
Increasing demands for new computing systems to fulfill enormous information processing
have driven the development of brain-inspired neuromorphic systems that can perform fast …

Defective Engineering Tuning the Analog Switching Linearity and Symmetry of Two‐Terminal Artificial Synapse for Neuromorphic Systems

G Shen, C Zhuge, J Jiang, Y Fu… - Advanced Functional …, 2024 - Wiley Online Library
Neuromorphic computing inspired by memristors has gained considerable attention due to
its low power and easy integration. However, state‐of‐the‐art two‐terminal resistive …

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 …

A 2D material-based floating gate device with linear synaptic weight update

E Park, M Kim, TS Kim, IS Kim, J Park, J Kim, YJ Jeong… - Nanoscale, 2020 - pubs.rsc.org
Neuromorphic computing is of great interest among researchers interested in overcoming
the von Neumann computing bottleneck. A synaptic device, one of the key components to …

Interfacial Ion‐Trapping Electrolyte‐Gated Transistors for High‐Fidelity Neuromorphic Computing

M Jin, H Lee, C Im, HJ Na, JH Lee… - Advanced Functional …, 2022 - Wiley Online Library
Li+ electrolyte‐gated transistors (EGTs) have received much attention as artificial synapses
for neuromorphic computing. EGTs, however, have been still challenging to achieve long …

Biodegradable oxide neuromorphic transistors for neuromorphic computing and anxiety disorder emulation

WS Wang, ZW Shi, XL Chen, Y Li, H Xiao… - … Applied Materials & …, 2023 - ACS Publications
Brain-inspired neuromorphic computing and portable intelligent electronic products have
received increasing attention. In the present work, nanocellulose-gated indium tin oxide …