Researching | Laser processing induced nonvolatile memory in chaotic graphene oxide films for flexible reservoir computing applications

Journal of Semiconductors, Volume. 45, Issue 12, 122403(2024)

Laser processing induced nonvolatile memory in chaotic graphene oxide films for flexible reservoir computing applications

Bo Chen, Baojie Zhu, Yifan Wu, Pengpeng Sang, Jixuan Wu, Xuepeng Zhan^*, and Jiezhi Chen

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School of Information Science and Engineering (ISE), Shandong University, Qingdao 266237, China

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References(20)

[1] A Sebastian, M Le Gallo, R Khaddam-Aljameh et al. Memory devices and applications for in-memory computing. Nat Nanotechnol, 15, 529(2020).

[2] Y N Zhong, J S Tang, X Y Li et al. A memristor-based analogue reservoir computing system for real-time and power-efficient signal processing. Nat Electron, 5, 672(2022).

[3] S M Yu, H W Jiang, S S Huang et al. Compute-in-memory chips for deep learning: Recent trends and prospects. IEEE Circuits Syst Mag, 21, 31(2021).

[4] C L He, F Zhuge, X F Zhou et al. Nonvolatile resistive switching in graphene oxide thin films. Appl Phys Lett, 95, 232101(2009).

[5] Y Wang, S S Li, H Y Yang et al. Progress in the functional modification of graphene/graphene oxide: A review. RSC Adv, 10, 15328(2020).

[6] S Porro, E Accornero, C F Pirri et al. Memristive devices based on graphene oxide. Carbon, 85, 383(2015).

[7] J R Rani, S I Oh, J M Woo et al. Low voltage resistive memory devices based on graphene oxide−iron oxide hybrid. Carbon, 94, 362(2015).

[8] S Stankovich, D A Dikin, R D Piner et al. Synthesis of graphene-based nanosheets via chemical reduction of exfoliated graphite oxide. Carbon, 45, 1558(2007).

[9] M Zhou, Y L Wang, Y M Zhai et al. Controlled synthesis of large-area and patterned electrochemically reduced graphene oxide films. Chem, 15, 6116(2009).

[10] H C Schniepp, J L Li, M J McAllister et al. Functionalized single graphene sheets derived from splitting graphite oxide. J Phys Chem B, 110, 8535(2006).

[11] Y W Zhu, S Murali, M D Stoller et al. Microwave assisted exfoliation and reduction of graphite oxide for ultracapacitors. Carbon, 48, 2118(2010).

[12] R Kumar, del Pino A Pérez, S Sahoo et al. Laser processing of graphene and related materials for energy storage: State of the art and future prospects. Prog Energy Combust Sci, 91, 100981(2022).

[13] Y Zhang, J Q Pei, Z H Huang et al. Maskless femtosecond-laser-processed ionotronic double-gate transistor array for pattern adaptation emulation. Adv Funct Mater, 34, 2400822(2024).

[14] S L Liu, Z F Wan, Y T Wang et al. Polarity-controllable laser-processed graphene oxide-based memristor (Invited). Laser Optoelectron Prog, 61, 0323002(2024).

[15] X P Liang, J S Tang, Y N Zhong et al. Physical reservoir computing with emerging electronics. Nat Electron, 7, 193(2024).

[16] Y N Zhong, J S Tang, X Y Li et al. Dynamic memristor-based reservoir computing for high-efficiency temporal signal processing. Nat Commun, 12, 408(2021).

[17] Z W Chen, W J Li, Z Fan et al. All-ferroelectric implementation of reservoir computing. Nat Commun, 14, 3585(2023).

[18] F J Romero, A Toral-Lopez, A Ohata et al. Laser-fabricated reduced graphene oxide memristors. Nanomaterials, 9, 897(2019).

[19] K P Loh, Q L Bao, G Eda et al. Graphene oxide as a chemically tunable platform for optical applications. Nat Chem, 2, 1015(2010).

[20] E W Lim, M T Ahmadi, R Ismail. Modeling and simulation of graphene-oxide-based RRAM. J Comput Electron, 15, 602(2016).

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Bo Chen, Baojie Zhu, Yifan Wu, Pengpeng Sang, Jixuan Wu, Xuepeng Zhan, Jiezhi Chen. Laser processing induced nonvolatile memory in chaotic graphene oxide films for flexible reservoir computing applications[J]. Journal of Semiconductors, 2024, 45(12): 122403

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Paper Information

Category: Research Articles

Received: Aug. 28, 2024

Accepted: --

Published Online: Jan. 15, 2025

The Author Email: Xuepeng Zhan (XPZhan)

DOI:10.1088/1674-4926/24080045

Topics

laser devices and laser physics

Lasers and Laser Optics

laser manufacturing

Instrumentation, Measurement and Metrology