Hamming Distance Tolerant Content-Addressable Memory (HD-CAM) for Approximate Matching Applications

We propose a novel Hamming distance tolerant content-addressable memory (HD-CAM) for energy-efficient in memory approximate matching applications. HD-CAM implements approximate search using matchline charge redistribution rather than its rise or fall time, frequently employed in state of-the-art sol...

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Veröffentlicht in:arXiv.org 2021-11
Hauptverfasser: Garzón, Esteban, Golman, Roman, Jahshan, Zuher, Hanhan, Robert, Vinshtok-Melnik, Natan, Lanuzza, Marco, Teman, Adam, Yavits, Leonid
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Sprache:eng
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Zusammenfassung:We propose a novel Hamming distance tolerant content-addressable memory (HD-CAM) for energy-efficient in memory approximate matching applications. HD-CAM implements approximate search using matchline charge redistribution rather than its rise or fall time, frequently employed in state of-the-art solutions. HD-CAM was designed in a 65 nm 1.2 V CMOS technology and evaluated through extensive Monte Carlo simulations. Our analysis shows that HD-CAM supports robust operation under significant process variations and changes in the design parameters, enabling a wide range of mismatch threshold (tolerable Hamming distance) levels and pattern lengths. HD-CAM was functionally evaluated for virus DNA classification, which makes HD-CAM suitable for hardware acceleration of genomic surveillance of viral outbreaks such as Covid-19 pandemics.
ISSN:2331-8422
DOI:10.48550/arxiv.2111.09747