Oxide-based filamentary RRAM for deep learning

Y Zhang, P Huang, B Gao, J Kang… - Journal of Physics D …, 2020 - iopscience.iop.org
We provide an overview of the field of oxide-based filamentary resistive random access
memory (RRAM) for deep learning neural networks (DNNs). After introducing the electrical …

Bi2O2Se-Based True Random Number Generator for Security Applications

B Liu, YF Chang, J Li, X Liu, LA Wang, D Verma… - ACS …, 2022 - ACS Publications
The fast development of the Internet of things (IoT) promises to deliver convenience to
human life. However, a huge amount of the data is constantly generated, transmitted …

Reliability aspects of binary vector-matrix-multiplications using ReRAM devices

C Bengel, J Mohr, S Wiefels, A Singh… - Neuromorphic …, 2022 - iopscience.iop.org
Computation-in-memory using memristive devices is a promising approach to overcome the
performance limitations of conventional computing architectures introduced by the von …

HRS instability in oxide-based bipolar resistive switching cells

S Wiefels, C Bengel, N Kopperberg… - … on Electron Devices, 2020 - ieeexplore.ieee.org
One of the key challenges in the reliability of valence change [valence change-based
memory (VCM)] resistive switching random access memories (ReRAMs) is the short-term …

Memristive true random number generator with intrinsic two-dimensional physical unclonable function

B Liu, J Ma, HH Tai, D Verma, M Sahoo… - ACS Applied …, 2023 - ACS Publications
The development of physical-level primitives for cryptographic applications has emerged as
a trend in the electronic community, while the methods for protecting the generators from …

Improvement of state stability in multi-level resistive random-access memory (RRAM) array for neuromorphic computing

Y Feng, P Huang, Y Zhao, Y Shan… - IEEE Electron …, 2021 - ieeexplore.ieee.org
In this work, a new operation scheme is developed to improve the state stability of multi-level
resistive random-access memory (RRAM) array. We found that the state instability after …

Design of power-and variability-aware nonvolatile RRAM cell using memristor as a memory element

S Pal, S Bose, WH Ki, A Islam - IEEE Journal of the Electron …, 2019 - ieeexplore.ieee.org
A 3 CNFETs and 2 memristors-based half-select disturbance free 3T2R resistive RAM
(RRAM) cell is proposed in this paper. While the two memristors act as the nonvolatile …

[HTML][HTML] Effect of electron conduction on the read noise characteristics in ReRAM devices

K Schnieders, C Funck, F Cüppers, S Aussen… - APL Materials, 2022 - pubs.aip.org
The read variability of redox based resistive random access memory is one of the key
characteristics with regard to its application in both data storage and novel computation in …

Effect of Interface Layer Engineering on Resistive Switching Characteristics of ZrO2-Based Resistive Switching Devices

Y Li, X Li, L Fu, R Chen, H Wang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
An intentionally introduced interface layer in the resistive random-access memory (RRAM)
devices play an important role in the improvement of resistive switching characteristics. In …

All nonmetal resistive random access memory

TJ Yen, A Gismatulin, V Volodin, V Gritsenko, A Chin - Scientific reports, 2019 - nature.com
Abstract Traditional Resistive Random Access Memory (RRAM) is a metal-insulator-metal
(MIM) structure, in which metal oxide is usually used as an insulator. The charge transport …