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Multi-Objective Application-Driven Approximate Design Method
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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Input-Aware Approximate Computing [PDF]
In the last decade, Approximate Computing (AxC) has been extensively employed to improve the energy efficiency of computing systems, at different abstraction levels.
Di Carlo Stefano +11 more
core +3 more sources
Design and Analysis of Low-Power and High Speed Approximate Adders Using CNFETs
Adders are constituted as the fundamental blocks of arithmetic circuits and are considered important for computation devices. Approximate computing has become a popular and developing area, promising to provide energy-efficient circuits with low power ...
Avireni Bhargav, Phat Huynh
doaj +1 more source
Deep Neural Network (DNN) Design: The Utilization of Approximate Computing and Practical Considerations for Accuracy Evaluation [PDF]
Approximate computing is emerging as a viable way to achieve significant performance enhancement in terms of power, speed, and area for system on chip (SoC) designs.
Hammad, Issam
core
Approximate computing for cryptography [PDF]
Approximate computing enables construction of circuits that are faster and more compact and consume less power at the cost of accuracy of computation. Generally, it has been employed in a lot of error-tolerant applications such as image/multimedia signal
Kundi, Dur E.Shahwar +3 more
core +1 more source
This paper proposes a hybrid deep neural network (DNN) for automatic speech recognition and an energy-efficient reconfigurable architecture with approximate computing for accelerating the DNN.
Bo Liu +5 more
doaj +1 more source
Early Component-Based System Reliability Analysis for Approximate Computing Systems [PDF]
A key enabler of real applications on approximate computing systems is the availability of instruments to analyze system reliability, early in the design cycle.
Chatzidimitriou, A. +13 more
core +1 more source
Approximate Bayesian Computation
ISSN:1553 ...
Mikael Sunnåker +5 more
openaire +7 more sources
Metrics, Noise Propagation Models, and Design Framework for Floating-Point Approximate Computing
Approximate computing has emerged as an efficient solution for energy saving at the expense of calculation accuracy, especially for floating-point operation intensive applications, which have urgent demands for some uniform design frameworks for floating-
Yiyao Xiang +4 more
doaj +1 more source
Approximate and online multi-issue negotiation. [PDF]
This paper analyzes bilateral multi-issue negotiation between self interested autonomous agents. The agents have time constraints in the form of both deadlines and discount factors.
Fatima, S.S. +8 more
core +1 more source

