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A memristor-based associative memory circuit considering synaptic crosstalk
  • Zhijun Li,
  • zhaowei yi
Zhijun Li
Xiangtan University

Corresponding Author:[email protected]

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zhaowei yi
Xiangtan University
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Abstract

Synaptic crosstalk, which characterizes the interaction between synapses when the neighboring neurons are activated at the same time, plays an important role in the transmission of neural signals. To discover the effect of synaptic crosstalk on associative memory, a memristor-based associative memory circuit considering synaptic crosstalk is proposed in this letter. The inhibitory effect of negative crosstalk on associate memory in the initial learning stage and the consolidation influence of positive crosstalk on associate memory when the synaptic weight exceeds the critical value are revealed. Pspice simulations are conducted on the resultant circuit to verify its correctness.
12 Apr 2022Submitted to Electronics Letters
12 Apr 2022Submission Checks Completed
12 Apr 2022Assigned to Editor
18 Apr 2022Reviewer(s) Assigned
25 Apr 2022Review(s) Completed, Editorial Evaluation Pending
28 Apr 2022Editorial Decision: Revise Minor
04 May 20221st Revision Received
05 May 2022Submission Checks Completed
05 May 2022Assigned to Editor
05 May 2022Review(s) Completed, Editorial Evaluation Pending
06 May 2022Reviewer(s) Assigned
10 May 2022Editorial Decision: Accept
Jul 2022Published in Electronics Letters volume 58 issue 14 on pages 539-541. 10.1049/ell2.12533