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Methodology for Realizing VMM with Binary RRAM Arrays: Experimental Demonstration of Binarized-ADALINE Using OxRAM Crossbar [article]

Sandeep Kaur Kingra, Vivek Parmar, Shubham Negi, Sufyan Khan, Boris Hudec, Tuo-Hung Hou, Manan Suri
2020 arXiv   pre-print
Using the proposed VMM computation technique, we experimentally demonstrate a binarized-ADALINE (Adaptive Linear) classifier on an OxRAM crossbar.  ...  In this paper, we present an efficient hardware mapping methodology for realizing vector matrix multiplication (VMM) on resistive memory (RRAM) arrays.  ...  Further we experimentally demonstrate the proposed technique with a case-study of binarized-ADALINE using OxRAM crossbar.  ... 
arXiv:2006.05657v1 fatcat:mzfoebavonap7nyywhz544zwna