Probing the Effects of the First Atomic Layer on the Dynamic Behavior of Sub-2 nm MgO/Al<sub>2</sub>O<sub>3</sub> Memristors

As electronic devices continue to scale down from the current sub-5 nm range, atomic-scale control of defects becomes increasingly crucial to suppressing their impact on the physical properties of the devices. Memristors present an excellent example of a nonlinear and dynamic device with high speed and endurance required for electronic applications ranging from neuromorphic computing to nonvolatile memories. Herein we investigate the impact of atomic defects in sub-2 nm thick MgO/Al<sub>2</sub>O<sub>3</sub> atomic layer stack (ALS) memristors that use an M1 (switching layer)/M2 (oxygen vacancy reservoir layer) bilayer structure grown using <i>in vacuo</i> atomic layer deposition (<i>iALD</i>). Intriguingly, we revealed a direct correlation of the atomic defects in the M2 layer with the memristor dynamic behavior using combined analysis of <i>in situ</i> scanning tunneling spectroscopy (<i>iSTS</i>) on the M2 layer and <i>ex situ</i> characterization on the memristors. Specifically, incomplete coverage of the first ALD atomic layer of M2 on the electrode yields defects at the M2/electrode interface. Despite the monotonic increase of ALD coverage, by almost 3-fold from ∼30% to >90%, at completion of the M2 layer of ∼0.7 nm in thickness, the impact of the defects on the M2/electrode interface has been found to be detrimental to both memristor switching speed and endurance. Guided by atomistic simulation, we addressed the issue of interface defects via tuning of the Al surface hydroxylation to increase the first atomic layer ALD coverage to ∼75%, leading to improved memristor switching speed and endurance by several orders of magnitude. These findings shed light on the correlation between the atomic defects and the dynamic behavior of sub-2 nm memristors and the importance of minimizing the atomic defects in memristors for future electronic applications.

Authors

Institutions

Publication Details

Journal
ACS Applied Materials & Interfaces
Published
2025-08-22
DOI
https://doi.org/10.1021/acsami.5c04654
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Probing the Effects of the First Atomic Layer on the Dynamic Behavior of Sub-2 nm MgO/Al2O3 Memristors

Berg Dodson, Kevin L. Bray, Sierra Seacat, Hartwin Peelaers et al.
ACS Applied Materials & Interfaces
Advanced Memory and Neural Computing
article

Probing the Effects of the First Atomic Layer on the Dynamic Behavior of Sub-2 nm MgO/Al2O3 Memristors

Berg Dodson, Kevin L. Bray, Sierra Seacat, Hartwin Peelaers, Ryan Goul, Ridwan Sakidja, Angelo Marshall, Judy Wu, Michael Walsh, Dan Ewing
article en

Abstract

As electronic devices continue to scale down from the current sub-5 nm range, atomic-scale control of defects becomes increasingly crucial to suppressing their impact on the physical properties of the devices. Memristors present an excellent example of a nonlinear and dynamic device with high speed and endurance required for electronic applications ranging from neuromorphic computing to nonvolatile memories. Herein we investigate the impact of atomic defects in sub-2 nm thick MgO/Al<sub>2</sub>O<sub>3</sub> atomic layer stack (ALS) memristors that use an M1 (switching layer)/M2 (oxygen vacancy reservoir layer) bilayer structure grown using <i>in vacuo</i> atomic layer deposition (<i>iALD</i>). Intriguingly, we revealed a direct correlation of the atomic defects in the M2 layer with the memristor dynamic behavior using combined analysis of <i>in situ</i> scanning tunneling spectroscopy (<i>iSTS</i>) on the M2 layer and <i>ex situ</i> characterization on the memristors. Specifically, incomplete coverage of the first ALD atomic layer of M2 on the electrode yields defects at the M2/electrode interface. Despite the monotonic increase of ALD coverage, by almost 3-fold from ∼30% to >90%, at completion of the M2 layer of ∼0.7 nm in thickness, the impact of the defects on the M2/electrode interface has been found to be detrimental to both memristor switching speed and endurance. Guided by atomistic simulation, we addressed the issue of interface defects via tuning of the Al surface hydroxylation to increase the first atomic layer ALD coverage to ∼75%, leading to improved memristor switching speed and endurance by several orders of magnitude. These findings shed light on the correlation between the atomic defects and the dynamic behavior of sub-2 nm memristors and the importance of minimizing the atomic defects in memristors for future electronic applications.

ACS Applied Materials & InterfacesVol. 17(35)
Missouri State University (US), University of Kansas (US), National Nuclear Security Administration (US), Sinte Gleska University (US), Astronomy and Space (AU)
National Science Foundation, Honeywell Federal Manufacturing and Technologies
Affordable and clean energy
Openalex Percentile: Top 80%
Advanced Memory and Neural Computing
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.