A Power Efficient System Design Methodology Employing Approximate Arithmetic Units

Tuba Ayhan, Firat Kula, Mustafa Altun

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde BölümKonferans katkısıbilirkişi

5 Atıf (Scopus)

Özet

In this work a power efficient approximate system design methodology is introduced and its performance is demonstrated by a 2D-DCT implementation on Spartan 3 FPGA. The method is applicable to any system with arithmetic computation regardless of their architecture, because it utilizes the existing approximate arithmetic units. The novelty of the proposed method is its system analysis approach starting from the highest level and exploring through the sub-blocks down to the basic arithmetic units. It first evaluates a given system block diagram and sets the desired performance limits of each processing block to achieve the desired ultimate quality metric. Then, the arithmetic power consumption is minimized by employing the appropriate arithmetic units which are chosen by linear/non-linear programming with linear constraint solver. The tests on 2D-DCT implementation show a power reduction of 8% for a 0.01 dB PSNR loss for 128x128 images, on the average.

Orijinal dilİngilizce
Ana bilgisayar yayını başlığıProceedings - 2017 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2017
EditörlerRicardo Reis, Mircea Stan, Michael Huebner, Nikolaos Voros
YayınlayanIEEE Computer Society
Sayfalar243-248
Sayfa sayısı6
ISBN (Elektronik)9781509067626
DOI'lar
Yayın durumuYayınlandı - 20 Tem 2017
Etkinlik2017 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2017 - Bochum, North Rhine-Westfalia, Germany
Süre: 3 Tem 20175 Tem 2017

Yayın serisi

AdıProceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI
Hacim2017-July
ISSN (Basılı)2159-3469
ISSN (Elektronik)2159-3477

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???event.eventtypes.event.conference???2017 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2017
Ülke/BölgeGermany
ŞehirBochum, North Rhine-Westfalia
Periyot3/07/175/07/17

Bibliyografik not

Publisher Copyright:
© 2017 IEEE.

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