Exploring neuromorphic computing based on spiking neural networks: Algorithms to hardware

N Rathi, I Chakraborty, A Kosta, A Sengupta… - ACM Computing …, 2023 - dl.acm.org
Neuromorphic Computing, a concept pioneered in the late 1980s, is receiving a lot of
attention lately due to its promise of reducing the computational energy, latency, as well as …

A review of three‐dimensional resistive switching cross‐bar array memories from the integration and materials property points of view

JY Seok, SJ Song, JH Yoon, KJ Yoon… - Advanced Functional …, 2014 - Wiley Online Library
Issues in the circuitry, integration, and material properties of the two‐dimensional (2D) and
three‐dimensional (3D) crossbar array (CBA)‐type resistance switching memories are …

Metal–oxide RRAM

HSP Wong, HY Lee, S Yu, YS Chen, Y Wu… - Proceedings of the …, 2012 - ieeexplore.ieee.org
In this paper, recent progress of binary metal–oxide resistive switching random access
memory (RRAM) is reviewed. The physical mechanism, material properties, and electrical …

Atomic structure of conducting nanofilaments in TiO2 resistive switching memory

DH Kwon, KM Kim, JH Jang, JM Jeon, MH Lee… - Nature …, 2010 - nature.com
Resistance switching in metal oxides could form the basis for next-generation non-volatile
memory. It has been argued that the current in the high-conductivity state of several …

Resistive random access memory (ReRAM) based on metal oxides

H Akinaga, H Shima - Proceedings of the IEEE, 2010 - ieeexplore.ieee.org
In this paper, we review the recent progress in the resistive random access memory
(ReRAM) technology, one of the most promising emerging nonvolatile memories, in which …

Memristive switching mechanism for metal/oxide/metal nanodevices

JJ Yang, MD Pickett, X Li, DAA Ohlberg… - Nature …, 2008 - nature.com
Nanoscale metal/oxide/metal switches have the potential to transform the market for
nonvolatile memory and could lead to novel forms of computing. However, progress has …

Nanofilamentary resistive switching in binary oxide system; a review on the present status and outlook

KM Kim, DS Jeong, CS Hwang - Nanotechnology, 2011 - iopscience.iop.org
This review article summarized the recent understanding of resistance switching (RS)
behavior in several binary oxide thin film systems. Among the various RS materials and …

[HTML][HTML] Pathways to efficient neuromorphic computing with non-volatile memory technologies

I Chakraborty, A Jaiswal, AK Saha, SK Gupta… - Applied Physics …, 2020 - pubs.aip.org
Historically, memory technologies have been evaluated based on their storage density, cost,
and latencies. Beyond these metrics, the need to enable smarter and intelligent computing …

[HTML][HTML] Black phosphorus quantum dots with tunable memory properties and multilevel resistive switching characteristics

ST Han, L Hu, X Wang, Y Zhou, YJ Zeng… - Advanced …, 2017 - ncbi.nlm.nih.gov
Solution‐processed black phosphorus quantum‐dot‐based resistive random access
memory is demonstrated with tunable characteristics, multilevel data storage, and ultrahigh …

High-performance flexible polymer memristor based on stable filamentary switching

X Zhang, C Wu, Y Lv, Y Zhang, W Liu - Nano Letters, 2022 - ACS Publications
Polymer-based atomic switch memristors via the formation/dissolution of atomic-scale
conductive filaments are considered as the leading candidate for next-generation …