IEEE Transactions on Nanotechnology, volume 16, issue 3, pages 491-501
Crossbar-Based Memristive Logic-in-Memory Architecture
Georgios Papandroulidakis
1
,
Ioannis Vourkas
2
,
Angel Abusleme
1
,
Georgios Ch. Sirakoulis
1
,
Antonio Rubio
3
1
2
Centro de Investigación en Nanotecnologia y Materiales Avanzados, Department of Electrical Engineering, Pontificia Universidad Católica de Chile, Santiago, Chile
|
Publication type: Journal Article
Publication date: 2017-05-01
Journal:
IEEE Transactions on Nanotechnology
Q2
Q3
SJR: 0.435
CiteScore: 4.8
Impact factor: 2.1
ISSN: 1536125X, 19410085
Computer Science Applications
Electrical and Electronic Engineering
Abstract
The use of memristors and resistive random access memory (ReRAM) technology to perform logic computations, has drawn considerable attention from researchers in recent years. However, the topological aspects of the underlying ReRAM architecture and its organization have received less attention, as the focus has mainly been on device-specific properties for functionally complete logic gates through conditional switching in ReRAM circuits. A careful investigation and optimization of the target geometry is thus highly desirable for the implementation of logic-in-memory architectures. In this paper, we propose a crossbar-based in-memory parallel processing system in which, through the heterogeneity of the resistive cross-point devices, we achieve local information processing in a state-of-the-art ReRAM crossbar architecture with vertical group-accessed transistors as cross-point selector devices. We primarily focus on the array organization, information storage, and processing flow, while proposing a novel geometry for the cross-point selection lines to mitigate current sneak-paths during an arbitrary number of possible parallel logic computations. We prove the proper functioning and potential capabilities of the proposed architecture through SPICE-level circuit simulations of half-adder and sum-of-products logic functions. We compare certain features of the proposed logic-in-memory approach with another work of the literature, and present an analysis of circuit resources, integration density, and logic computation parallelism.
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Papandroulidakis G. et al. Crossbar-Based Memristive Logic-in-Memory Architecture // IEEE Transactions on Nanotechnology. 2017. Vol. 16. No. 3. pp. 491-501.
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Papandroulidakis G., Vourkas I., Abusleme A., Sirakoulis G. C., Rubio A. Crossbar-Based Memristive Logic-in-Memory Architecture // IEEE Transactions on Nanotechnology. 2017. Vol. 16. No. 3. pp. 491-501.
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TY - JOUR
DO - 10.1109/tnano.2017.2691713
UR - https://doi.org/10.1109/tnano.2017.2691713
TI - Crossbar-Based Memristive Logic-in-Memory Architecture
T2 - IEEE Transactions on Nanotechnology
AU - Papandroulidakis, Georgios
AU - Vourkas, Ioannis
AU - Abusleme, Angel
AU - Sirakoulis, Georgios Ch.
AU - Rubio, Antonio
PY - 2017
DA - 2017/05/01
PB - Institute of Electrical and Electronics Engineers (IEEE)
SP - 491-501
IS - 3
VL - 16
SN - 1536-125X
SN - 1941-0085
ER -
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BibTex (up to 50 authors)
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@article{2017_Papandroulidakis,
author = {Georgios Papandroulidakis and Ioannis Vourkas and Angel Abusleme and Georgios Ch. Sirakoulis and Antonio Rubio},
title = {Crossbar-Based Memristive Logic-in-Memory Architecture},
journal = {IEEE Transactions on Nanotechnology},
year = {2017},
volume = {16},
publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
month = {may},
url = {https://doi.org/10.1109/tnano.2017.2691713},
number = {3},
pages = {491--501},
doi = {10.1109/tnano.2017.2691713}
}
Cite this
MLA
Copy
Papandroulidakis, Georgios, et al. “Crossbar-Based Memristive Logic-in-Memory Architecture.” IEEE Transactions on Nanotechnology, vol. 16, no. 3, May. 2017, pp. 491-501. https://doi.org/10.1109/tnano.2017.2691713.