Design of area-efficient modified decoder-based imprecise multiplier for error-resilient applications

被引:0
|
作者
Anguraj, Parthibaraj [1 ]
Krishnan, Thiruvenkadam [1 ]
机构
[1] KRamakrishnan Coll Technol, Dept Elect & Commun Engn, Tiruchirappalli, Tamilnadu, India
来源
MICROELECTRONICS JOURNAL | 2023年 / 141卷
关键词
Imprecise circuits; Decoder algorithm; Area complexity; Accuracy metrics; Image processing; Smoothing and Sharpening; APPROXIMATE; 4-2; COMPRESSORS; LOW-POWER;
D O I
10.1016/j.mejo.2023.105957
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The imprecise multipliers are the building blocks of error-tolerated applications such as image processing. This article introduces area-efficient nxn approximation multipliers using a proposed 3-bit decoder logic algorithm. The theme of the work is to minimize the partial product rows effectively using the proposed algorithm, thereby simplifying the accumulation stage process. As a result, the suggested NxN imprecise multipliers reduce the design complexity. The suggested and existing circuits in the literature are simulated using the Cadence RTL compiler with TSMC 180 nm technology. Implementation outcomes indicate that the suggested 8 x 8 and one of the proposed 16 x 16 approximate multipliers achieve 46.70%, 45.96%, and 46.58%, 28.11% area and power reductions compared to the accurate multipliers. Compared with the exact multiplier, the suggested 8 x 8 approximate model reduces the Area-Delay Product (ADP) and Area-Delay-Power Product (ADPP) by 49.95% and 72.95%, respectively, with reasonable error metrics. Also, the proposed 16 x 16 approximate multipliers maintain a better performance balance between area demand and allowable error rate. Moreover, while extending in image multiplication, smoothing and sharpening, the 8 x 8 proposed approximate multiplier attains an acceptable mean structural similarity index value with less area requirement than previous approximate multiplier designs.
引用
收藏
页数:7
相关论文
共 50 条
  • [41] Area-Efficient Reed-Solomon Decoder Design for Optical Communications
    Yuan, Bo
    Wang, Zhongfeng
    Li, Li
    Gao, Minglun
    Sha, Jin
    Zhang, Chuan
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2009, 56 (06) : 469 - 473
  • [42] Efficient Design of Modified Wallace Tree Approximate Multipliers Based on Imprecise Compressors for Error-Tolerance Applications
    Rao, E. Jagadeeswara
    Samundiswary, P.
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2024, 49 (03) : 4253 - 4270
  • [43] Efficient Design of Modified Wallace Tree Approximate Multipliers Based on Imprecise Compressors for Error-Tolerance Applications
    E. Jagadeeswara Rao
    P. Samundiswary
    Arabian Journal for Science and Engineering, 2024, 49 : 4253 - 4270
  • [44] Area-Efficient Reed-Solomon Decoder Design for 10-100 Gb/s Applications
    Yuan, Bo
    Li, Li
    Sha, Jin
    Wang, Zhongfeng
    ISCAS: 2009 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-5, 2009, : 2681 - +
  • [45] Automated design of error-resilient and hardware-efficient deep neural networks
    Schorn, Christoph
    Elsken, Thomas
    Vogel, Sebastian
    Runge, Armin
    Guntoro, Andre
    Ascheid, Gerd
    NEURAL COMPUTING & APPLICATIONS, 2020, 32 (24): : 18327 - 18345
  • [46] Automated design of error-resilient and hardware-efficient deep neural networks
    Christoph Schorn
    Thomas Elsken
    Sebastian Vogel
    Armin Runge
    Andre Guntoro
    Gerd Ascheid
    Neural Computing and Applications, 2020, 32 : 18327 - 18345
  • [47] Lower part OR based Approximate Multiplier for Error Resilient Applications
    Kumar, Uppugunduru Anil
    Sandesh, Goli Naga
    Ojusteja, Dhoti
    Ahmed, Syed Ershad
    2021 IEEE INTERNATIONAL SYMPOSIUM ON SMART ELECTRONIC SYSTEMS (ISES 2021), 2021, : 161 - 164
  • [48] An Area-Efficient Parallel Turbo Decoder Based on Contention Free Algorithm
    Tseng, Kai-Hsin
    Chuang, Hsiang-Tsung
    Tseng, Shao-Yen
    Fang, Wai-Chi
    2009 INTERNATIONAL SYMPOSIUM ON VLSI DESIGN, AUTOMATION AND TEST (VLSI-DAT), PROCEEDINGS OF TECHNICAL PROGRAM, 2009, : 203 - 206
  • [49] An efficient FMO-based error-resilient scheme for video surveillance coding
    Zhou, Yiran
    Zhang, Qi
    MULTIMEDIA TOOLS AND APPLICATIONS, 2013, 66 (03) : 339 - 359
  • [50] An efficient FMO-based error-resilient scheme for video surveillance coding
    Yiran Zhou
    Qi Zhang
    Multimedia Tools and Applications, 2013, 66 : 339 - 359