Monolithic 3D integration as a pathway to energy-efficient computing and beyond: From materials and devices to architectures and chips

Y Fan, R An, J Tang, Y Li, T Liu, B Gao, H Qian… - Current Opinion in Solid …, 2024 - Elsevier
As emerging technologies like artificial intelligence (AI) and big data continue to evolve, the
demand for high-performance computing (HPC) has been increasing, driving the …

Programmable Retention Characteristics in MoS2-Based Atomristors for Neuromorphic and Reservoir Computing Systems

Y Lee, Y Huang, YF Chang, SJ Yang, ND Ignacio… - ACS …, 2024 - ACS Publications
In this study, we investigate the coexistence of short-and long-term memory effects owing to
the programmable retention characteristics of a two-dimensional Au/MoS2/Au atomristor …

Synaptic Properties and Short‐Term Memory Dynamics of TiO2/WOx Heterojunction Memristor for Reservoir Computing

H So, J Lee, C Mahata, S Kim… - Advanced Materials …, 2024 - Wiley Online Library
A hard breakdown phenomenon occurs in the TiN/WOX/Pt device owing to the metallic
nature of the WOX layer deposited by pulsed direct current (DC) sputtering. In particular …

Investigation of the Versatile Utilization of Three-Dimensional Vertical Resistive Random-Access Memory in Neuromorphic Computing

D Ju, M Noh, S Lee, J Lee, S Kim… - ACS Applied Materials & …, 2024 - ACS Publications
The continuous advancement of computing technologies such as the Internet of Things and
artificial intelligence emphasizes the need for innovative approaches to data processing …

Resistive mechanisms and microscopic electrical models of metal oxide resistive memory

J Pan, H He, T Li, Y Gao, S Yang… - physica status solidi (a …, 2023 - Wiley Online Library
Resistive random access memory (RRAM) has emerged as a competitive candidate for
nonvolatile memory due to its high speed, low power consumption, simple structure, strong …

On-receptor computing utilizing vertical-structured cost-effective memristor

D Ju, S Lee, J Lee, S Kim - Journal of Alloys and Compounds, 2024 - Elsevier
A breakthrough in this field is the introduction of vertical resistive random-access memory
(VRRAM), which features stacked electrodes capable of incorporating multiple devices in …

Self-rectifying NiOX/WOX heterojunction synaptic memristor for crossbar architectured reservoir computing system

H So, S Kim, S Kim - Journal of Alloys and Compounds, 2024 - Elsevier
In this study, we examine an ITO/NiO X/WO X/Pt pn heterojunction memristor for
neuromorphic applications as a synaptic crossbar array. The transition in the depletion …

Dynamic memristor array with multiple reservoir states for training efficient neuromorphic computing

M Noh, D Ju, S Kim - Journal of Materials Chemistry C, 2024 - pubs.rsc.org
In this study, we evaluated the performance of a Pt/Al/TiOy/TiOx/Al2O3/Pt RRAM array
device in synaptic and reservoir computing applications. The device exhibited excellent …

Enhanced analog switching and neuromorphic performance of ZnO-based memristors with indium tin oxide electrodes for high-accuracy pattern recognition

M Ismail, M Rasheed, Y Park, S Lee… - The Journal of …, 2024 - pubs.aip.org
This study systematically investigates analog switching and neuromorphic characteristics in
a ZnO-based memristor by varying the anodic top electrode (TE) materials [indium tin oxide …

Synaptic Characteristics of Fully Depleted Silicon‐on‐Insulator Metal‐Oxide‐Semiconductor Field‐Effect Transistors and Synapse‐Neuron Arrayed Neuromorphic …

YR Jeon, JH Kim, D Akinwande… - Advanced Intelligent …, 2024 - Wiley Online Library
A fully depleted silicon‐on‐insulator (FDSOI) metal‐oxide‐semiconductor field‐effect
transistors (MOSFETs) device is investigated as for an electronic synapse emulating the …