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Probabilistic Error Analysis of Approximate Recursive Multipliers
IEEE Transactions on Computers, 2017zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Mazahir, Sana +3 more
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Dual subgradient methods using approximate multipliers
2015 53rd Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2015We consider the subgradient method for the dual problem in convex optimisation with approximate multipliers, i.e., the subgradient used in the update of the dual variables is obtained using an approximation of the true Lagrange multipliers. This problem is interesting for optimisation problems where the exact Lagrange multipliers might not be readily ...
Victor Valls, Douglas J. Leith
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Hybrid Karatsuba Approximate Multiplier Utilizing a 4x4 Approximate Multiplier
2023 OITS International Conference on Information Technology (OCIT), 2023Parisa Sai Soniya +5 more
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Architectural-space exploration of approximate multipliers
Proceedings of the 35th International Conference on Computer-Aided Design, 2016This paper presents an architectural-space exploration methodology for designing approximate multipliers. Unlike state-of-the-art, our methodology generates various design points by adapting three key parameters: (1) different types of elementary approximate multiply modules, (2) different types of elementary adder modules for summing the partial ...
Rehman, S. +4 more
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Carry Disregard Approximate Multipliers
IEEE Transactions on Circuits and Systems I: Regular Papers, 2023Nima Amirafshar +3 more
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Approximate convolution using DCT coefficient multipliers
IEEE Transactions on Circuits and Systems for Video Technology, 1998We develop a method for designing discrete cosine transform (DCT) coefficient multipliers in order to approximate the operation of two-dimensional (2-D) convolution of an image with a given kernel. The method is easy to implement on compressed formats of DCT-based compression methods (JPEG, MPEG, H.261) by using decoding quantization tables that are ...
N. Merhav, R. Kresch
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Logarithm-approximate floating-point multiplier
Microelectronics Journal, 2022Samaneh Rezaei +2 more
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FPGA-Based Approximate Multiplier for FP8
2025 IEEE 33rd Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)The 8-bit floating-point (FP8) data format has been increasingly adopted in neural network (NN) computations due to its superior dynamic range compared to traditional INT8. However, FP8-based multiplication, a core operation in NNs, still incurs significant power consumption.
Chen, Ruiqi +7 more
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Predicting endoscopic remission in Crohn’s disease by the modified multiplier SES-CD (MM-SES-CD)
Gut, 2022Neeraj Narula +2 more
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