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Creators/Authors contains: "Hashem, Maeesha Binte"

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  1. ; ; ; ; ; ; ; (, IEEE Electron Device Letters)
    We discuss how a dual-gated memtransistor crossbar can accelerate the extraction of the Transformer’s attention scores. A memtransistor is a novel two-dimensional material-based device that offers non-volatile programmability and gate tunability. Leveraging these attributes, we demonstrate the extraction of quadratic-order products on a single memtransistor and the single-step extraction of attention scores without inferring intermediate query/key vectors. The query/key-free processing of memtransistor-based attention scoring results in 2.37× lower energy with less than half crossbar cells. 
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  2. ; ; ; (, IEEE)
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  3. ; ; ; ; ; (, IEEE Transactions on Very Large Scale Integration (VLSI) Systems)
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  4. ; ; ; ; ; ; (, IEEE)
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