Memory devices and applications for in-memory computing

A Sebastian, M Le Gallo, R Khaddam-Aljameh… - Nature …, 2020 - nature.com
Traditional von Neumann computing systems involve separate processing and memory
units. However, data movement is costly in terms of time and energy and this problem is …

Towards oxide electronics: a roadmap

M Coll, J Fontcuberta, M Althammer, M Bibes… - Applied surface …, 2019 - orbit.dtu.dk
At the end of a rush lasting over half a century, in which CMOS technology has been
experiencing a constant and breathtaking increase of device speed and density, Moore's …

[HTML][HTML] Brain-inspired computing with resistive switching memory (RRAM): Devices, synapses and neural networks

D Ielmini - Microelectronic Engineering, 2018 - Elsevier
The human brain can perform advanced computing tasks, such as learning, recognition, and
cognition, with extremely low power consumption and low frequency of neuronal spiking …

Variability-aware modeling of filamentary oxide-based bipolar resistive switching cells using SPICE level compact models

C Bengel, A Siemon, F Cüppers… - … on Circuits and …, 2020 - ieeexplore.ieee.org
Bipolar resistive switching (BRS) cells based on the valence change mechanism show great
potential to enable the design of future non-volatile memory, logic and neuromorphic circuits …

A survey of ReRAM-based architectures for processing-in-memory and neural networks

S Mittal - Machine learning and knowledge extraction, 2018 - mdpi.com
As data movement operations and power-budget become key bottlenecks in the design of
computing systems, the interest in unconventional approaches such as processing-in …

High-density memristor-CMOS ternary logic family

XY Wang, PF Zhou, JK Eshraghian… - … on Circuits and …, 2020 - ieeexplore.ieee.org
This paper presents the first experimental demonstration of a ternary memristor-CMOS logic
family. We systematically design, simulate and experimentally verify the primitive logic …

[HTML][HTML] Tutorial on memristor-based computing for smart edge applications

A Gebregiorgis, A Singh, A Yousefzadeh… - … , Devices, Circuits and …, 2023 - Elsevier
Smart computing on edge-devices has demonstrated huge potential for various application
sectors such as personalized healthcare and smart robotics. These devices aim at bringing …

A classification of memory-centric computing

HAD Nguyen, J Yu, MA Lebdeh, M Taouil… - ACM Journal on …, 2020 - dl.acm.org
Technological and architectural improvements have been constantly required to sustain the
demand of faster and cheaper computers. However, CMOS down-scaling is suffering from …

Demeter: A fast and energy-efficient food profiler using hyperdimensional computing in memory

T Shahroodi, M Zahedi, C Firtina, M Alser… - IEEE …, 2022 - ieeexplore.ieee.org
Food profiling is an essential step in any food monitoring system needed to prevent health
risks and potential frauds in the food industry. Significant improvements in sequencing …

A semiparallel full-adder in imply logic

SG Rohani, N Taherinejad… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Passive implementation of memristors has led to several innovative works in the field of
electronics. Despite being primarily a candidate for memory applications, memristors have …