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Approximate Array Multipliers [PDF]
Electronics, 2021 This article describes the design of approximate array multipliers by making vertical or horizontal cuts in an accurate array multiplier followed by different input and output assignments within the multiplier. We consider a digital image denoising application and show how different combinations of input and output assignments in an approximate array ...
Padmanabhan Balasubramanian +2 more
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Dual segmentation approximate multiplier [PDF]
Electronics Letters, 2021 This letter proposes a new design for a dual segmentation approximate multiplier. The proposed approximate multiplier uses the static segment method (SSM) to select an initial multiplication segment.
Ling Li +2 more
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Design of high-performance, accurate, and approximate Dadda-tree multipliers for image processing applications [PDF]
Scientific ReportsApproximate computing comes to the fore as an alternative paradigm to enhance efficiency in computing systems by trading off the system’s accuracy for better performance.
Aqib Amin Rather +3 more
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A Low-Power and High-Accuracy Approximate Multiplier With Reconfigurable Truncation
IEEE Access, 2022 Multipliers are among the most critical arithmetic functional units in many applications, and those applications commonly require many multiplications which result in significant power consumption. For applications that have error tolerance, employing an
Fang-Yi Gu, Ing-Chao Lin, Jia-Wei Lin
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FPGA-specific accurate and approximate compressor-based multipliers using column restructuring and post-synthesis approximation [PDF]
Scientific ReportsApproximate computing reduces computational accuracy to achieve improvements in performance, energy efficiency, and resource utilization. It is well-suited to error-tolerant applications such as image processing and machine learning, where small errors ...
Mohmad Saleem Mir, Burhan Khurshid
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Optimized NCFET-based approximate multiplier for energy-aware image applications [PDF]
Scientific ReportsApplications for multimedia at high speeds has driven the need for error-resilient circuits that trade-off with accuracy while enhancing performance.
Mamidipaka B. R. Srinivas +1 more
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Area efficient approximate multiplier based on novel 4:2 compressors and error correction logic [PDF]
Scientific ReportsMultipliers are key components in arithmetic circuits, with their design having a significant impact on overall system performance. Approximate computing techniques seek to improve energy efficiency, processing speed and better use of hardware resources,
Krishna Prashanth P, Nithish Kumar V
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Design and Analysis of Multiplier Using Approximate 15-4 Compressor
IEEE Access, 2017 This paper presents the design of approximate 15-4 compressor using 5-3 compressors as basic module. Four different types of approximate 5-3 compressors are used in a 15-4 compressor for less power consumption and high pass rate.
R. Marimuthu +2 more
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PLAM: A Posit Logarithm-Approximate Multiplier [PDF]
IEEE Transactions on Emerging Topics in Computing, 2022 The Posit Number System was introduced in 2017 as a replacement for floating-point numbers. Since then, the community has explored its application in Neural Network related tasks and produced some unit designs which are still far from being competitive with their floating-point counterparts.
Raul Murillo 0001 +5 more
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IEEE Access, 2021 This paper proposes a low-cost approximate dynamic ranged multiplier and describes its use during the training process on convolutional neural networks (CNNs). It has been noted that the approximate multiplier can be used in the convolution of CNN’
Hyunjin Kim, Alberto A. Del Barrio
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