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 …

[HTML][HTML] Resistive switching phenomena: A review of statistical physics approaches

JS Lee, S Lee, TW Noh - Applied Physics Reviews, 2015 - pubs.aip.org
Resistive switching (RS) phenomena are reversible changes in the metastable resistance
state induced by external electric fields. After discovery∼ 50 years ago, RS phenomena …

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 …

Emerging memories: resistive switching mechanisms and current status

DS Jeong, R Thomas, RS Katiyar… - Reports on progress …, 2012 - iopscience.iop.org
The resistance switching behaviour of several materials has recently attracted considerable
attention for its application in non-volatile memory (NVM) devices, popularly described as …

Observation of conducting filament growth in nanoscale resistive memories

Y Yang, P Gao, S Gaba, T Chang, X Pan… - Nature communications, 2012 - nature.com
Nanoscale resistive switching devices, sometimes termed memristors, have recently
generated significant interest for memory, logic and neuromorphic applications. Resistive …

Redox-Based Resistive Switching Memories-Nanoionic Mechanisms, Prospects, and Challenges.

R Waser, R Dittmann, G Staikov… - … Materials (Deerfield Beach …, 2009 - europepmc.org
This review article introduces resistive switching processes that are being considered for
nanoelectronic nonvolatile memories. The three main classes are based on an …

Nanoionics-based resistive switching memories

R Waser, M Aono - Nature materials, 2007 - nature.com
Many metal–insulator–metal systems show electrically induced resistive switching effects
and have therefore been proposed as the basis for future non-volatile memories. They …

[HTML][HTML] Resistive switching in transition metal oxides

A Sawa - Materials today, 2008 - Elsevier
Rapid advances in information technology rely on high-speed and large-capacity
nonvolatile memories. A number of alternatives to contemporary Flash memory have been …

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 …

[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 …