Hardware Optimized and Error Reduced Approximate Adder

被引:26
|
作者
Balasubramanian, Padmanabhan [1 ]
Maskell, Douglas L. [1 ]
机构
[1] Nanyang Technol Univ, Sch Comp Sci & Engn, 50 Nanyang Ave, Singapore 639798, Singapore
关键词
approximate computing; approximate adder; arithmetic circuits; field programmable gate array (FPGA); application specific integrated circuit (ASIC); low power; high speed; DESIGN;
D O I
10.3390/electronics8111212
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a new hardware optimized and error reduced approximate adder (HOERAA), which is suitable for field programmable gate array (FPGA)- and application specific integrated circuit (ASIC)-based implementations. In this work, we consider a FPGA-based implementation using Xilinx Vivado 2018.3, targeting an Artix-7 FPGA. The ASIC-based realizations are based on a 32/28nm complementary metal oxide semiconductor (CMOS) process. Based on FPGA implementations, we note the following: (i) For 32-bit addition involving a 8-bit least significant inaccurate sub-adder, HOERAA requires 22% fewer look-up tables (LUTs) and 18.6% fewer registers while reducing the minimum clock period by 7.1% and reducing the power-delay product (PDP) by 14.7%, compared to the native accurate FPGA adder, and (ii) for 64-bit addition involving a 8-bit least significant inaccurate sub-adder, HOERAA requires 11% fewer LUTs and 9.3% fewer registers while reducing the minimum clock period by 8.3% and reducing the PDP by 9.3%, compared to the native accurate FPGA adder. Based on ASIC-style implementations, HOERAA is found to achieve the following reductions in design metrics compared to an optimum accurate carry-lookahead adder: (i) A 15.7% reduction in critical path delay, a 21.4% reduction in area, and a 35% reduction in PDP for 32-bit addition involving a 8-bit least significant inaccurate sub-adder, and (ii) a 15.3% reduction in critical path delay, a 10.7% reduction in area, and a 20% reduction in PDP for 64-bit addition involving a 8-bit least significant inaccurate sub-adder. Moreover, comparisons with other approximate adders show that HOERAA has a significantly reduced average error, mean average error, and root mean square error, while reporting near optimum design metrics.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] Hardware Optimized and Error Reduced Approximate Adder (vol 8, 1212, 2019)
    Balasubramanian, Padmanabhan
    Maskell, Douglas L.
    ELECTRONICS, 2020, 9 (02)
  • [2] Hardware Optimized Approximate Adder with Normal Error Distribution
    Nayar, Raunaq
    Balasubramanian, Padmanabhan
    Maskell, Douglas L.
    2020 IEEE COMPUTER SOCIETY ANNUAL SYMPOSIUM ON VLSI (ISVLSI 2020), 2020, : 84 - 89
  • [3] An Approximate Adder with Reduced Error and Optimized Design Metrics
    Balasubramanian, Padmanabhan
    Nayar, Raunaq
    Maskell, Douglas
    2021 IEEE ASIA PACIFIC CONFERENCE ON CIRCUITS AND SYSTEMS (APCCAS 2021) & 2021 IEEE CONFERENCE ON POSTGRADUATE RESEARCH IN MICROELECTRONICS AND ELECTRONICS (PRIMEASIA 2021), 2021, : 21 - 24
  • [4] Approximate Adder with Reduced Error
    Balasubramanian, P.
    Maskell, D. L.
    Prasad, K.
    2019 IEEE 31ST INTERNATIONAL CONFERENCE ON MICROELECTRONICS (MIEL 2019), 2019, : 293 - 296
  • [5] Hardware Efficient Approximate Adder Design
    Balasubramanian, P.
    Maskell, Douglas
    PROCEEDINGS OF TENCON 2018 - 2018 IEEE REGION 10 CONFERENCE, 2018, : 0806 - 0810
  • [6] SIEAA: Significant input extraction-based error optimized approximate adder for error resilient application
    Bandil, Lalit
    Nagar, Bal Chand
    INTEGRATION-THE VLSI JOURNAL, 2025, 101
  • [7] HEALM: Hardware-Efficient Approximate Logarithmic Multiplier with Reduced Error
    Yu, Shuyuan
    Tasnim, Maliha
    Tan, Sheldon X. -D.
    27TH ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE, ASP-DAC 2022, 2022, : 37 - 42
  • [8] DeBAM - ERCPAA - CNN: Hardware Efficient CNN Accelerator Design Using Decoder Based Low Power Approximate Multiplier and Error Reduced Carry Prediction Approximate Adder
    Arun Kumar, K.
    Ramesh, R.
    Dhandapani, S.
    JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING, 2023, 41 (06) : 537 - 558
  • [9] A Novel Approximate Adder Design Using Error Reduced Carry Prediction and Constant Truncation
    Lee, Jungwon
    Seo, Hyoju
    Seok, Hyelin
    Kim, Yongtae
    IEEE ACCESS, 2021, 9 : 119939 - 119953
  • [10] FAU: Fast and Error-Optimized Approximate Adder Units on LUT-Based FPGAs
    Echavarria, Jorge
    Wildermann, Stefan
    Becher, Andreas
    Teich, Juergen
    Ziener, Daniel
    2016 INTERNATIONAL CONFERENCE ON FIELD-PROGRAMMABLE TECHNOLOGY (FPT), 2016, : 213 - 216