Approximate Memory for Low-Power Video Applications

In this paper, an error-correction code (ECC)-enabled memory design with selective bit hardening is proposed for approximate data storage. Approximate memory is suitable for error-tolerant applications, and can achieve low-power design goals within targeted quality. Our design offers approximately 9...

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Veröffentlicht in:IEEE access 2023-01, Vol.11, p.1-1
Hauptverfasser: Das, H., Haidous, A. A., Smith, S. C., Gong, N.
Format: Artikel
Sprache:eng
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Zusammenfassung:In this paper, an error-correction code (ECC)-enabled memory design with selective bit hardening is proposed for approximate data storage. Approximate memory is suitable for error-tolerant applications, and can achieve low-power design goals within targeted quality. Our design offers approximately 90% power savings compared to traditional memory, without compromising perceived quality. To the best of our knowledge, combining selective bit hardening with ECC is a novel approach to ensure the protection of MSBs and protect other faulty bits, respectively. Our proposed method requires no area overhead for MSB hardening, other than one additional input pin; and area overhead for implementing ECC is minimal.
ISSN:2169-3536
2169-3536
DOI:10.1109/ACCESS.2023.3283409