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Journal of Electronic Testing

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26-07-2022

CMOS Implementation and Performance Analysis of Known Approximate 4:2 Compressors

Authors: Parthibaraj Anguraj, Thiruvenkadam Krishnan, Saravanan Subramanian

Published in: Journal of Electronic Testing | Issue 4/2022

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Abstract

Approximate computing is one of the emerging concepts in multimedia applications like image processing applications. In the research world, it is getting more attention from researchers. Because of sacrificing a smaller scale in the accuracy of the design, it reduces the circuit parameters like area complexity, delay, and power. The purpose of this work is to survey the Field-Programmable Gate Array (FPGA) and Application-Specific Integrated Circuit (ASIC) implementation of modified Dadda multiplier architecture using various approximate 4:2 compressor designs presented for the last few decades. Based on implementation outcomes, this survey examines the approximate modified Dadda multiplier design performance for its closeness to the exact computation. In addition, the comparison is carried out based on approximate 4:2 compressors performance, an error rate of the particular design, the accuracy analysis metrics of approximate multiplier and its area utilization, power consumption, and delay.

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Ahmadinejad M, Moaiyeri MH, Sabetzadeh F (2019) Energy and area efficient imprecise compressors for approximate multiplication at nanoscale. AEU-Int J Electron C 110:152859. https://doi.org/10.1016/j.aeue.2019.152859

Akbari O, Kamal M, Afzali-Kusha A, Pedram M (2017) Dual-quality 4:2 compressors for utilizing in dynamic accuracy configurable multipliers. IEEE Trans Very Large Scale Integr VLSI Syst 25(4):1352–1361. https://doi.org/10.1109/TVLSI.2016.2643003

Anguraj P, Krishnan T (2021) Design and implementation of modified BCD digit multiplier for digit-by-digit decimal multiplier. Analog Integr Circ Sig Process 107:1–12CrossRef

Ansari MS, Jiang H, Cockburn BF, Han J (2018) Low-power approximate multipliers using encoded partial products and approximate compressors. IEEE J Emerging Sel Top Circuits Syst 8(3):404–416. https://doi.org/10.1109/JETCAS.2018.2832204CrossRef

Arasteh A, Moaiyeri M, Taheri M, Navi K, Bagherzadeh N (2017) An energy and area efficient 4:2 compressor based on FinFETs. Integration 60. https://doi.org/10.1016/j.vlsi.2017.09.010

Chang C-H, Gu J, Zhang M (2004) Ultra low-voltage low-power CMOS 4–2 and 5–2 compressors for fast arithmetic circuits. IEEE Trans Circuits Syst Regul Pap 51(10):1985–1997. https://doi.org/10.1109/TCSI.2004.835683CrossRef

Chang Y-J, Cheng Y-C, Lin Y-F, Liao S-C, Lai C-H, Wu T-C (2019) Imprecise 4–2 compressor design used in image processing applications. IET Circuits Devices Syst 13(6):848–856. https://doi.org/10.1049/iet-cds.2018.5403CrossRef

Edavoor PJ, Raveendran S, Rahulkar AD (2020) Approximate multiplier design using novel dual-stage 4:2 compressors. IEEE Access 8:48337–48351. https://doi.org/10.1109/ACCESS.2020.2978773CrossRef

Esposito D, Strollo AGM, Napoli E, De Caro D, Petra N (2018) Approximate multipliers based on new approximate compressors. IEEE Trans Circuits Syst Regul Pap 65(12):4169–4182. https://doi.org/10.1109/TCSI.2018.2839266CrossRef

10.

Ha M, Lee S (2018) Multipliers with approximate 4–2 compressors and error recovery modules. IEEE Embed Syst Lett 10(1):6–9. https://doi.org/10.1109/LES.2017.2746084CrossRef

11.

Gorantla A, Deepa P (2017) Design of approximate compressors for multiplication. ACM J Emerg Technol Comput Syst 13(3):44:1–17. https://doi.org/10.1145/3007649

12.

Guo Y, Sun H, Guo L, Kimura S (2018) Low-cost approximate multiplier design using probability-driven inexact compressors. In: Proc. IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), 2018. pp 291–294. https://doi.org/10.1109/APCCAS.2018.8605570

13.

Kong T, Li S (2021) Design and analysis of approximate 4–2 compressors for high-accuracy multipliers. IEEE Trans Very Large Scale Integr VLSI Syst 29(10):1771–1781. https://doi.org/10.1109/TVLSI.2021.3104145

14.

Kulkarni P, Gupta P, Ercegovac M (2011) Trading accuracy for power with an underdesigned multiplier architecture. In: Proc. 24th Internatioal Conference on VLSI Design. pp 346–351. https://doi.org/10.1109/VLSID.2011.51

15.

Kumar UA, Chatterjee SK, Ahmed SE (2021) Low-power compressor-based approximate multipliers with error correcting module. IEEE Embed Syst Lett (Early Access ) 1–1. https://doi.org/10.1109/LES.2021.3113005

16.

Lin C-H, Lin I-C (2013) High accuracy approximate multiplier with error correction. In: Proc. IEEE 31st International Conference on Computer Design (ICCD). pp 33–38. https://doi.org/10.1109/ICCD.2013.6657022

17.

Liu W, Zhang T, McLarnon E, O’Neill M, Montuschi P, Lombardi F (2021) Design and analysis of majority logic-based approximate adders and multipliers. IEEE Trans Emerg Top Comput 9(3):1609–1624. https://doi.org/10.1109/TETC.2019.2929100CrossRef

18.

Ma J, Man KL, Krilavičius T, Guan S, Jeong T (2011) Implementation of high performance multipliers based on approximate compressor design. In: Proc. 6th International Conference on Electrical and Control Technologies, ECT 2011. pp 96–100

19.

Manikantta Reddy K, Vasantha MH, Nithin Kumar YB, Dwivedi D (2019) Design and analysis of multiplier using approximate 4-2 compressor. AEU-Int J Electron C 107:89–97. https://doi.org/10.1016/j.aeue.2019.05.021

20.

Manikantta Reddy K, Vasantha MH, Nithin Kumar YB, Dwivedi D (2020) Design of approximate booth squarer for error-tolerant computing. IEEE Trans Very Large Scale Integr VLSI Syst 28(5):1230–1241. https://doi.org/10.1109/TVLSI.2020.2976131

21.

Marimuthu R, Rezinold YE, Mallick PS (2017) Design and analysis of multiplier using approximate 15–4 compressor. IEEE Access 5:1027–1036. https://doi.org/10.1109/ACCESS.2016.2636128CrossRef

22.

Moaiyeri MH, Sabetzadeh F, Angizi S (2018) An efficient majority-based compressor for approximate computing in the nano era. Micro system Technologies 24(3):1589–1601. https://doi.org/10.1007/s00542-017-3587-2CrossRef

23.

Momeni A, Han J, Montuschi P, Lombardi F (2015) Design and analysis of approximate compressors for multiplication. IEEE Trans Comput 64(4):984–994. https://doi.org/10.1109/TC.2014.2308214MathSciNetCrossRefMATH

24.

Narayanamoorthy S, Moghaddam HA, Liu Z, Park T, Kim NS (2015) Energy-efficient approximate multiplication for digital signal processing and classification applications. IEEE Trans Very Large Scale Integr VLSI Syst 23(6):1180–1184. https://doi.org/10.1109/TVLSI.2014.2333366

25.

Park G, Kung J, Lee Y (2021) Design and analysis of approximate compressors for balanced error accumulation in MAC operator. IEEE Trans Circuits Syst Regul Pap 68(7):2950–2961. https://doi.org/10.1109/TCSI.2021.3073177CrossRef

26.

Pei H, Yi X, Zhou H, He Y (2021) Design of ultra-low power consumption approximate 4–2 compressors based on the compensation characteristic. IEEE Trans Circuits Syst Express Briefs 68(1):461–465. https://doi.org/10.1109/TCSII.2020.3004929CrossRef

27.

Rammohan SR, Jayashri N, Bivi MA, Nayak CK, Niveditha VR (2020) High performance hardware design of compressor adder in DA based FIR filters for hearing aids. Int J Speech Technol 23(4):807–814. https://doi.org/10.1007/s10772-020-09759-yCrossRef

28.

Sabetzadeh F, Moaiyeri MH, Ahmadinejad M (2019) A majority-based imprecise multiplier for ultra-efficient approximate image multiplication. IEEE Trans Circuits Syst Regul Pap 66(11):4200–4208. https://doi.org/10.1109/TCSI.2019.2918241CrossRef

29.

Salmanpour F, Moaiyeri MH, Sabetzadeh F (2021) Ultra-compact imprecise 4:2 compressor and multiplier circuits for approximate computing in deep nanoscale. Circuits, Systems, and Signal Processing 40(9). https://doi.org/10.1007/s00034-021-01688-8

30.

Strollo AGM, Napoli E, De Caro D, Petra N, Meo GD (2020) Comparison and extension of approximate 4–2 compressors for low-power approximate multipliers. IEEE Trans Circuits Syst Regul Pap 67(9):3021–3034. https://doi.org/10.1109/TCSI.2020.2988353MathSciNetCrossRefMATH

31.

Taheri M, Arasteh A, Mohammadyan S, Panahi A, Navi K (2020) A novel majority based imprecise 4:2 compressor with respect to the current and future VLSI industry. Microprocessors and Microsystems 73:102962

32.

Van Toan N, Lee J-G (2020) FPGA-based multi-level approximate multipliers for high-performance error-resilient applications. IEEE Access 8:25481–25497. https://doi.org/10.1109/ACCESS.2020.2970968CrossRef

33.

Veeramachaneni S, Krishna KM, Avinash L, Puppala SR, Srinivas MB (2007) Novel architectures for high-speed and low-power 3-2, 4-2 and 5-2 compressors. In: Proc. 20th International Conference on VLSI Design and 6th International Conference on Embedded Systems (VLSID’07). pp 324–329. https://doi.org/10.1109/VLSID.2007.116

34.

Venkatachalam S, Ko S-B (2017) Design of power and area efficient approximate multipliers. IEEE Trans Very Large Scale Integr VLSI Syst 25(5):1782–1786. https://doi.org/10.1109/TVLSI.2016.2643639

35.

Yang Z, Han J, Lombardi F (2015) Approximate compressors for error-resilient multiplier design. In: Proc. IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFTS), 2015 183–186. https://doi.org/10.1109/DFT.2015.7315159

36.

Zervakis G, Tsoumanis K, Xydis S, Soudris D, Pekmestzi K (2016) Design-efficient approximate multiplication circuits through partial product perforation. IEEE Trans Very Large Scale Integr VLSI Syst 24(10):3105–3117. https://doi.org/10.1109/TVLSI.2016.2535398

Title: CMOS Implementation and Performance Analysis of Known Approximate 4:2 Compressors
Authors: Parthibaraj Anguraj
Thiruvenkadam Krishnan
Saravanan Subramanian
Publication date: 26-07-2022
Publisher: Springer US
Published in: Journal of Electronic Testing / Issue 4/2022
Print ISSN: 0923-8174
Electronic ISSN: 1573-0727
DOI: https://doi.org/10.1007/s10836-022-06010-1

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