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Mediation in the second-order synaptic emulator with conductive atomic force microscopy

  • East China Normal University
  • Shanxi University
  • Thermo Fisher Scientific, Inc.

科研成果: 期刊稿件文章同行评审

摘要

Memristors have been extensively studied for synaptic simulation and neuromorphic computation. Instead of focusing on implementing specific synaptic learning rules by carefully engineering external programming parameters, researchers recently have paid more attention to taking advantage of the second-order memristor that is more analogous to biologic synapses and modulated not only by external inputs but also by internal mechanisms. However, experimental evidence is still scarce. Here, we explore a BiMnO 3 memristor by applying simple spike forms. The filament evolution dynamics, including processes of forming and spontaneous decay, were directly observed by the conductive atomic force microscopy (c-AFM) technique. We propose that the unique conductance state of the BMO memristor is regulated by the oxygen vacancy (V O ) dynamic process. We believe this primary result is helpful to improve understanding of the internal mechanisms of the second-order oxide memristor, which exhibits promising application in building selectors, memories and neuromorphic-computing systems.

源语言英语
页(从-至)8744-8751
页数8
期刊Nanoscale
11
18
DOI
出版状态已出版 - 14 5月 2019

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