Memory devices and applications for in-memory computing
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 …
units. However, data movement is costly in terms of time and energy and this problem is …
Towards oxide electronics: a roadmap
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 …
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 …
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 …
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 …
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 …
family. We systematically design, simulate and experimentally verify the primitive logic …
[HTML][HTML] Tutorial on memristor-based computing for smart edge applications
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 …
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 …
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
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 …
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 …
electronics. Despite being primarily a candidate for memory applications, memristors have …