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[Author] Fuyuki KIHARA(1hit)

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  • 3D Parallel ReRAM Computation-in-Memory for Hyperdimensional Computing Open Access

    Fuyuki KIHARA  Chihiro MATSUI  Ken TAKEUCHI  

     
    BRIEF PAPER

      Pubricized:
    2024/04/16
      Vol:
    E107-C No:10
      Page(s):
    436-439

    In this work, we propose a 1T1R ReRAM CiM architecture for Hyperdimensional Computing (HDC). The number of Source Lines and Bit Lines is reduced by introducing memory cells that are connected in series, which is especially advantageous when using a 3D implementation. The results of CiM operations contain errors, but HDC is robust against them, so that even if the XNOR operation has an error of 25%, the inference accuracy remains above 90%.