A comprehensive review on emerging artificial neuromorphic devices

J Zhu, T Zhang, Y Yang, R Huang - Applied Physics Reviews, 2020 - pubs.aip.org
The rapid development of information technology has led to urgent requirements for high
efficiency and ultralow power consumption. In the past few decades, neuromorphic …

Synaptic devices based neuromorphic computing applications in artificial intelligence

B Sun, T Guo, G Zhou, S Ranjan, Y Jiao, L Wei… - Materials Today …, 2021 - Elsevier
Synaptic devices, including synaptic memristor and synaptic transistor, are emerging
nanoelectronic devices, which are expected to subvert traditional data storage and …

Conduction mechanism of valence change resistive switching memory: a survey

EW Lim, R Ismail - Electronics, 2015 - mdpi.com
Resistive switching effect in transition metal oxide (TMO) based material is often associated
with the valence change mechanism (VCM). Typical modeling of valence change resistive …

Quantum conductance in memristive devices: fundamentals, developments, and applications

G Milano, M Aono, L Boarino, U Celano… - Advanced …, 2022 - Wiley Online Library
Quantum effects in novel functional materials and new device concepts represent a potential
breakthrough for the development of new information processing technologies based on …

Silicon Oxide (SiOx): A Promising Material for Resistance Switching?

A Mehonic, AL Shluger, D Gao, I Valov… - Advanced …, 2018 - Wiley Online Library
Interest in resistance switching is currently growing apace. The promise of novel high‐
density, low‐power, high‐speed nonvolatile memory devices is appealing enough, but …

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 …

SPICE implementation of the dynamic memdiode model for bipolar resistive switching devices

FL Aguirre, J Suñé, E Miranda - Micromachines, 2022 - mdpi.com
This paper reports the fundamentals and the SPICE implementation of the Dynamic
Memdiode Model (DMM) for the conduction characteristics of bipolar-type resistive switching …

Fundamental variability limits of filament-based RRAM

A Grossi, E Nowak, C Zambelli… - 2016 IEEE …, 2016 - ieeexplore.ieee.org
While Resistive RAM (RRAM) are seen as an alternative to NAND Flash, their variability and
cycling understanding remain a major roadblock. Extensive characterizations of multi-kbits …

Signal and noise extraction from analog memory elements for neuromorphic computing

N Gong, T Idé, S Kim, I Boybat, A Sebastian… - Nature …, 2018 - nature.com
Dense crossbar arrays of non-volatile memory (NVM) can potentially enable massively
parallel and highly energy-efficient neuromorphic computing systems. The key requirements …

Resistive switching in HfO2 based valence change memories, a comprehensive 3D kinetic Monte Carlo approach

S Aldana, P García-Fernández… - Journal of Physics D …, 2020 - iopscience.iop.org
A simulation study has been performed to analyze resistive switching (RS) phenomena in
valence change memories (VCM) based on a HfO 2 dielectric. The kernel of the simulation …