Microscopic Modeling of HfOx RRAM Operations: From Forming to Switching

A Padovani, L Larcher, O Pirrotta… - … on electron devices, 2015 - ieeexplore.ieee.org
We propose a model describing the operations of hafnium oxide-based resistive random
access memory (RRAM) devices at the microscopic level. Charge carrier and ion transport …

Filament growth and resistive switching in hafnium oxide memristive devices

S Dirkmann, J Kaiser, C Wenger… - ACS applied materials …, 2018 - ACS Publications
We report on the resistive switching in TiN/Ti/HfO2/TiN memristive devices. A resistive
switching model for the device is proposed, taking into account important experimental and …

A consistent model for short-term instability and long-term retention in filamentary oxide-based memristive devices

N Kopperberg, S Wiefels, S Liberda… - … Applied Materials & …, 2021 - ACS Publications
Major challenges concerning the reliability of resistive switching random access memories
based on the valence change mechanism (VCM) are short-term instability and long-term …

Trade-off between Gradual Set and On/Off Ratio in HfOx-Based Analog Memory with a Thin SiOx Barrier Layer

FF Athena, MP West, J Hah, S Graham… - ACS Applied …, 2023 - ACS Publications
HfO x-based synapses are widely accepted as a viable candidate for both in-memory and
neuromorphic computing. Resistance change in oxide-based synapses is caused by the …

Metal-oxide resistive random access memory (RRAM) technology: Material and operation details and ramifications

G Bersuker, DC Gilmer, D Veksler - Advances in Non-Volatile Memory and …, 2019 - Elsevier
Detailed operational and intrinsic switching characteristics for hafnia-based resistive random
access memory (RRAM) are presented, including materials/vacancy engineering …

Complementary resistive switching observed in graphene oxide-based memory device

K Shi, Z Wang, H Xu, Z Xu, X Zhang… - IEEE Electron …, 2018 - ieeexplore.ieee.org
In this letter, complementary resistive switching (CRS) was demonstrated in a single-stack
graphene oxide (GO) memory cell for the first time, where the high resistance state can be …

Analysis and control of RRAM overshoot current

PR Shrestha, DM Nminibapiel… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
To combat the large variability problem in resistive random access memory, current
compliance elements are commonly used to limit the in-rush current during the forming …

Multiscale modeling for application-oriented optimization of resistive random-access memory

P La Torraca, FM Puglisi, A Padovani, L Larcher - Materials, 2019 - mdpi.com
Memristor-based neuromorphic systems have been proposed as a promising alternative to
von Neumann computing architectures, which are currently challenged by the ever …

Connecting the physical and electrical properties of Hafnia-based RRAM

B Butcher, G Bersuker, DC Gilmer… - 2013 IEEE …, 2013 - ieeexplore.ieee.org
Simulations of the dynamic physical processes involved in HfO 2-based resistive-memory-
operations are used to identify the dielectric structural properties responsible for device …

Exploiting Read Current Noise of TiOx Resistive Memory by Controlling Forming Conditions for Probabilistic Neural Network Hardware

W Choi, W Ji, S Heo, D Lee, K Noh… - IEEE Electron …, 2022 - ieeexplore.ieee.org
Conductance variations of resistive random-access memory (RRAM) are significant
challenges that hinder the accurate inference of neural network (NN) hardware. In this study …