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Layer-specific approximate multipliers for energy–precision trade-offs in convolutional neural networks [PDF]
Scientific ReportsApproximate computing is a promising paradigm for error-resilient applications, such as image and signal processing and neural networks, prioritizing hardware efficiency over precision.
Ladan Sayadi +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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Optimal Designs for Proportional Interference Models with Different Guarding Strategies
Mathematics, 2023 Interference models are commonly used in agriculture, industry, and other related fields. Optimal designs for these models are important topics in block designs.
Futao Zhang, Xiangshun Kong
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Multi-Objective Application-Driven Approximate Design Method
IEEE Access, 2021 Approximate Computing (AxC) paradigm aims at designing computing systems that can satisfy the rising performance demands and improve the energy efficiency. AxC exploits the gap between the level of accuracy required by the users, and the actual precision
Salvatore Barone +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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A High Speed Approximate Multiplier Design [PDF]
Jisuanji gongcheng, 2019 Approximate compute,as a new calculation method that effectively balances accuracy and performance,has been widely used in applications such as image processing,data mining,and multimedia technology that can tolerate a small number of computational ...
WU Dexiang, BAN Tian
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Applied Sciences, 2021 A60 class bulkhead penetration piece is a fire-resistance apparatus installed on bulkhead compartments to protect lives and to prevent flame diffusion in case of fire accident in ships and offshore plants.
Woo Chang Park, Chang Yong Song
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한국해양공학회지, 2021 The paper deals with comparative study of various surrogate models based approximate optimization in the structural design of the passive type deck support frame under design load conditions.
Dong Jun Lee +2 more
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IEEE Access, 2021 This article presents a novel approximate adder that is design-optimized and has optimized error metrics. Optimization in design translates into optimization of the design parameters such as delay, power, and area/resources, and optimization of the error
Padmanabhan Balasubramanian +3 more
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Approximately Optimal Mechanism Design [PDF]
Annual Review of Economics, 2019 The field of optimal mechanism design enjoys a beautiful and well-developed theory, as well as several killer applications. Rules of thumb produced by the field influence everything from how governments sell wireless spectrum licenses to how the major search engines auction off online advertising.
Roughgarden, Tim, Talgam-Cohen, Inbal
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