Sophisticated Conductance Control and Multiple Synapse Functions in TiO<sub>2</sub>‐Based Multistack‐Layer Crossbar Array Memristor for High‐Performance Neuromorphic Systems (Adv. Funct. Mater. 51/2024)

High-Performance Neuromorphic Systems In article number 24055544, Sungjun Kim, Sungjoon Kim, and co-workers design oxygen-rich TiOy and natural oxidated AlOy layers to function as an overshoot suppression layer during the conductive filament (CF) formation process. Controlling the oxygen composition and annealing condition of oxygen-deficient TiOx induces multiple weak CFs, enabling analog resistive switching. Finally, self-compliance and accurate weight programming are demonstrated on 24 × 24 crossbar arrays.

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Publication Details

Journal
Advanced Functional Materials
Published
2024-12-01
DOI
https://doi.org/10.1002/adfm.202470305
Primary Topic
Advanced Memory and Neural Computing
Type
article
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article

Sophisticated Conductance Control and Multiple Synapse Functions in TiO2‐Based Multistack‐Layer Crossbar Array Memristor for High‐Performance Neuromorphic Systems (Adv. Funct. Mater. 51/2024)

Hyojin So, Sungjun Kim, Sungjoon Kim, Hyeonseung Ji
Advanced Functional Materials
Advanced Memory and Neural Computing
article

Sophisticated Conductance Control and Multiple Synapse Functions in TiO2‐Based Multistack‐Layer Crossbar Array Memristor for High‐Performance Neuromorphic Systems (Adv. Funct. Mater. 51/2024)

Hyojin So, Sungjun Kim, Sungjoon Kim, Hyeonseung Ji
article en

Abstract

High-Performance Neuromorphic Systems In article number 24055544, Sungjun Kim, Sungjoon Kim, and co-workers design oxygen-rich TiOy and natural oxidated AlOy layers to function as an overshoot suppression layer during the conductive filament (CF) formation process. Controlling the oxygen composition and annealing condition of oxygen-deficient TiOx induces multiple weak CFs, enabling analog resistive switching. Finally, self-compliance and accurate weight programming are demonstrated on 24 × 24 crossbar arrays.

Advanced Functional MaterialsVol. 34(51)
Korea University (KR), Dongguk University (KR)
Affordable and clean energy
Openalex Percentile: Top 79%
Advanced Memory and Neural Computing
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Sophisticated Conductance Control and Multiple Synapse Functions in TiO<sub>2</sub>‐Based Multistack‐Layer Crossbar Array Memristor for High‐Performance Neuromorphic Systems (Adv. Funct. Mater. 51/2024) — Hyojin So, Sungjun Kim, et al. · Advanced Functional Materials (2024) | TGRS Research Map | TGRS