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author:

Kou, Lijie (Kou, Lijie.) [1] | Sadri, Rad (Sadri, Rad.) [2] | Momodu, Damilola (Momodu, Damilola.) [3] | Roberts, Edward P. L. (Roberts, Edward P. L..) [4] | Mohammad Haniff, Muhammad Aniq Shazni (Mohammad Haniff, Muhammad Aniq Shazni.) [5] | Wu, Chaoxing (Wu, Chaoxing.) [6] | Dee, Chang Fu (Dee, Chang Fu.) [7] | Ooi, Poh Choon (Ooi, Poh Choon.) [8]

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EI

Abstract:

Due to intensive integration and seamless continuous operation, the overheated artificially intelligent (AI) integrated circuit systems will affect the operation system’s effectiveness, stability, and lifetime. Therefore, we proposed a temperature adaptability memristor in the silver nanowires (AgNWs)/nanocomposite/indium-tin-oxide structure in this study. The nanocomposite is the nitrogen-doped graphene/Ti3CNTx MXene blend in the polyvinylidene fluoride matrix. The device has been prepared by using heterostructure nanocomposites with a low-cost and facile all-solution method. The device mimicked a series of trained behaviors inherent with biological synapses, including spike-timing-dependent plasticity, paired-pulse facilitation, short-term potentiation/depression, long-term potentiation/depression, and excitatory postsynaptic currents. In addition, the device demonstrated significant self-adaptability to temperature due to the involvement of the homogeneously distributed conductive heterostructure and the filament formation ascribed to the low melting point of AgNWs. The operation of the device shows temperature adaptability owing to the excellent thermal conductivity and small thermal expansion coefficient of nitrogen-doped graphene/Ti3CNTx. This finding provides viable strategies to address the critical challenges of deploying AI in different environments, paving the way for the development of more efficient and resilient neuromorphic computing systems. © 2024 American Chemical Society

Keyword:

Doping (additives) Fluorine compounds Graphene Memristors Nanocomposites Neurons Nitrogen Thermal conductivity Thermal expansion

Community:

  • [ 1 ] [Kou, Lijie]Institute of Microengineering and Nanoelectronics (IMEN), Universiti Kebangsaan Malaysia, Selangor, Bangi; 43600, Malaysia
  • [ 2 ] [Kou, Lijie]School of Computing and Information Science, Fuzhou Institute of Technology, Fuzhou; 350506, China
  • [ 3 ] [Sadri, Rad]Department of Chemical and Petroleum Engineering, University of Calgary, 2500 University Dr. NW, Calgary; AB T2N 1N4, Canada
  • [ 4 ] [Momodu, Damilola]Department of Chemical and Petroleum Engineering, University of Calgary, 2500 University Dr. NW, Calgary; AB T2N 1N4, Canada
  • [ 5 ] [Roberts, Edward P. L.]Department of Chemical and Petroleum Engineering, University of Calgary, 2500 University Dr. NW, Calgary; AB T2N 1N4, Canada
  • [ 6 ] [Mohammad Haniff, Muhammad Aniq Shazni]Institute of Microengineering and Nanoelectronics (IMEN), Universiti Kebangsaan Malaysia, Selangor, Bangi; 43600, Malaysia
  • [ 7 ] [Wu, Chaoxing]School of Physics and Information Engineering, Fuzhou University, Fuzhou; 350002, China
  • [ 8 ] [Dee, Chang Fu]Institute of Microengineering and Nanoelectronics (IMEN), Universiti Kebangsaan Malaysia, Selangor, Bangi; 43600, Malaysia
  • [ 9 ] [Ooi, Poh Choon]Institute of Microengineering and Nanoelectronics (IMEN), Universiti Kebangsaan Malaysia, Selangor, Bangi; 43600, Malaysia

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Source :

ACS Applied Nano Materials

Year: 2024

Issue: 4

Volume: 7

Page: 3631-3644

5 . 3 0 0

JCR@2023

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 6

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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