Results 1 to 10 of about 220 (111)
Designing Energy-Efficient Approximate Multipliers
Journal of Low Power Electronics and Applications, 2022 This paper proposes a novel approach suitable to design energy-efficient approximate multipliers using both ASIC and FPGAs. The new strategy harnesses specific encoding logics based on bit significance and computes the approximate product performing ...
Fabio Frustaci +2 more
exaly +3 more sources
Approximate Multipliers Based on New Approximate Compressors [PDF]
IEEE Transactions on Circuits and Systems I: Regular Papers, 2018 Approximate computing is an emerging trend in digital design that trades off the requirement of exact computation for improved speed and power performance. This paper proposes novel approximate compressors and an algorithm to exploit them for the design of efficient approximate multipliers.
Antonio G M Strollo +2 more
exaly +5 more sources
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
doaj +2 more sources
IEEE Access, 2021 This article proposes boosting the multiplication performance for convolutional neural network (CNN) inference using a precision prediction preprocessor which controls various precision approximate multipliers.
Kamal El-Sankary, Issam Hammad
exaly +3 more sources
Impact of Approximate Multipliers on VGG Deep Learning Network
IEEE Access, 2018 This paper presents a study on the applicability of using approximate multipliers to enhance the performance of the VGGNet deep learning network. Approximate multipliers are known to have reduced power, area, and delay with the cost of an inaccuracy in ...
Kamal El-Sankary, Issam Hammad
exaly +3 more sources
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
openaire +2 more sources
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
openaire +3 more sources
Approximation of multipliers [PDF]
Proceedings of the American Mathematical Society, 1974 We note some necessary and sufficient conditions concerning norm approximation of Fourier multipliers, and give an example to show that M
Gaudry, Garth I., Inglis, Ian R.
openaire +1 more source
Design of Low-Power Approximate Logarithmic Multipliers with Improved Accuracy [PDF]
Journal of Applied Research in Electrical Engineering, 2023 Approximate computing is considered a promising way to design high-performance and low-power arithmetic units recently. This paper proposes an energy-efficient logarithmic multiplier for error-tolerant applications.
Mojtaba Arab Nezhad, Ali Mahani
doaj +1 more source
Quasi delay insensitive implementation of approximate multiplication
Ain Shams Engineering Journal, 2022 Asynchronous quasi delay insensitive (QDI) implementation of approximate multiplication is described in this article. We consider the array multiplier architecture for a QDI implementation.
Padmanabhan Balasubramanian +1 more
doaj +1 more source