A Low-Power High-Accuracy Approximate Multiplier Using High-Order Approximate Compressors

To address the need to reduce power consumption, approximate multipliers have emerged as a potential solution for fault-tolerant applications. In this work, we present a new 8x8 approximate multiplier that focuses on minimizing performance while maintaining a high degree of accuracy. The design features two key features: firstly, based on their importance, different weights are handled by the compressors with different levels of precision, allowing for a trade-off between energy efficiency and minimum error. Second, higher order approximation compressors such as 8:2 compressors are used for intermediate weights to simplify the drive chain logic. This is, to our knowledge, the first design to successfully integrate higher-order approximate compressors into an approximate multiplier. Compared to a precision multiplier such as the Dadda tree multiplier, experimental results show that the proposed design offers significant energy savings while maintaining high accuracy. Key Words:- Approximate computing; Arithmetic circuits; Logic design; Low-power design; Partial Product reduction

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Publication Details

Journal
INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
Published
2024-12-30
DOI
https://doi.org/10.55041/ijsrem40282
Primary Topic
Parallel Computing and Optimization Techniques
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article
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article

A Low-Power High-Accuracy Approximate Multiplier Using High-Order Approximate Compressors

B. C. Ashwini, V. Kumar, Nallawar Amulya, Dr.P .Munaswamy
INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
Parallel Computing and Optimization Techniques
article

A Low-Power High-Accuracy Approximate Multiplier Using High-Order Approximate Compressors

B. C. Ashwini, V. Kumar, Nallawar Amulya, Dr.P .Munaswamy
article en

Abstract

To address the need to reduce power consumption, approximate multipliers have emerged as a potential solution for fault-tolerant applications. In this work, we present a new 8x8 approximate multiplier that focuses on minimizing performance while maintaining a high degree of accuracy. The design features two key features: firstly, based on their importance, different weights are handled by the compressors with different levels of precision, allowing for a trade-off between energy efficiency and minimum error. Second, higher order approximation compressors such as 8:2 compressors are used for intermediate weights to simplify the drive chain logic. This is, to our knowledge, the first design to successfully integrate higher-order approximate compressors into an approximate multiplier. Compared to a precision multiplier such as the Dadda tree multiplier, experimental results show that the proposed design offers significant energy savings while maintaining high accuracy. Key Words:- Approximate computing; Arithmetic circuits; Logic design; Low-power design; Partial Product reduction

INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENTVol. 08(12)
International Institute of Information Technology, Hyderabad (IN)
Affordable and clean energy
Openalex Percentile: Top 74%
Parallel Computing and Optimization Techniques
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A Low-Power High-Accuracy Approximate Multiplier Using High-Order Approximate Compressors — B. C. Ashwini, V. Kumar, et al. · INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT (2024) | TGRS Research Map | TGRS