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Matches in SemOpenAlex for { <https://semopenalex.org/work/W4310789943> ?p ?o ?g. }

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• W4310789943 abstract "This article reports a novel ferroelectric field-effect transistor (FeFET)-based crossbar array cascaded with an external resistor. The external resistor is shunted with the column of the FeFET array, as a current limiter and reduces the impact of variations in drain current ( <inline-formula xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink> <tex-math notation=LaTeX>${I}_{d}$ </tex-math></inline-formula> ), especially in a low threshold voltage (LVT) state. We have designed crossbar arrays of <inline-formula xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink> <tex-math notation=LaTeX>$8times8$ </tex-math></inline-formula> sizes and performed multiply-and-accumulate (MAC) operations. Furthermore, we have evaluated the performance of the current limited FeFET crossbar array in system-level applications. Finally, the system-level performance evaluation was done by neuromorphic simulation of the resistor-shunted FeFET crossbar array. The crossbar array achieved software-comparable inference accuracy (~97%) for National Institute of Standards and Technology (MNIST) datasets with multilayer perceptron (MLP) neural network, whereas the crossbar arrays built solely with FeFETs failed to learn, yielding only 9.8% accuracy." @default.
• W4310789943 created "2022-12-17" @default.
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• W4310789943 date "2022-12-01" @default.
• W4310789943 modified "2023-10-17" @default.
• W4310789943 title "28 nm HKMG-Based Current Limited FeFET Crossbar-Array for Inference Application" @default.
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• W4310789943 doi "https://doi.org/10.1109/ted.2022.3216973" @default.
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