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1-Selector 1-Memristor Configuration with Multifunctional a-IGZO Memristive Devices Fabricated at Room Temperature

Authors :
Li, Jia Cheng
Ma, Yuan Xiao
Wu, Song Hao
Liu, Zi Chun
Ding, Peng Fei
Dai, De
Ding, Ying Tao
Zhang, Yi Yun
Huang, Yuan
Lai, Peter To
Wang, Ye Liang
Source :
ACS Applied Materials & Interfaces; 20240101, Issue: Preprints
Publication Year :
2024

Abstract

Serving as neuromorphic hardware accelerators, memristors play a crucial role in large-scale neuromorphic computing. Herein, two-terminal memristors utilizing amorphous indium–gallium-zinc oxide (a-IGZO) are fabricated through room-temperature sputtering. The electrical characteristics of these memristors are effectively modulated by varying the oxygen flow during the deposition process. The optimized a-IGZO memristor, fabricated under 3 sccm oxygen flow, presents a 5 × 103ratio between its high- and low-resistance states, which can be maintained over 1 × 104s with minimal degradation. Meanwhile, desirable properties such as electroforming-free and self-compliance, crucial for low-energy consumption, are also obtained in the a-IGZO memristor. Moreover, analog conductance switching is observed, demonstrating an interface-type behavior, as evidenced by its device-size-dependent performance. The coexistence of negative differential resistance with analog switching is attributed to the migration of oxygen vacancies and the trapping/detrapping of charges. Furthermore, the device demonstrates optical storage capabilities by exploiting the optical properties of a-IGZO, which can stably operate for up to 50 sweep cycles. Various synaptic functions have been demonstrated, including paired-pulse facilitation and spike-timing-dependent plasticity. These functionalities contribute to a simulated recognition accuracy of 90% for handwritten digits. Importantly, a one-selector one-memristor (1S1M) architecture is successfully constructed at room temperature by integrating a-IGZO memristor on a TaOx-based selector. This architecture exhibits a 107on/off ratio, demonstrating its potential to suppress sneak currents among adjacent units in a memristor crossbar.

Details

Language :
English
ISSN :
19448244
Issue :
Preprints
Database :
Supplemental Index
Journal :
ACS Applied Materials & Interfaces
Publication Type :
Periodical
Accession number :
ejs65887269
Full Text :
https://doi.org/10.1021/acsami.3c18328