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Exploring the fidelity-efficiency design space using imprecise arithmetic

机译:使用不精确算法探索保真效率设计空间

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Recently many imprecise circuit design techniques have been proposed for implementation of error-tolerant applications, such as multimedia and communications. These algorithms do not mandate absolute correctness of their results, and imprecise circuit components can therefore leverage this relaxed fidelity requirement to provide performance and energy benefits. In this paper, several imprecise adder design techniques are classified and compared in terms of their error characteristics and power-delay efficiency. A general methodology for fidelity-efficiency design space exploration is presented and is applied to a case study implementing the CORDIC algorithm in 130nm technology. The case study reveals that simple precision scaling often provides better power-delay efficiency for a given fidelity than more complex imprecise adders, but different choice of algorithm and fidelity can influence the outcome.
机译:最近,已经提出了许多不精确的电路设计技术来实现诸如多媒体和通信之类的容错应用。这些算法并不能保证其结果的绝对正确性,因此不精确的电路组件可以利用这种宽松的保真度要求来提供性能和能源优势。本文对几种不精确的加法器设计技术进行了分类,并根据其误差特性和功率延迟效率进行了比较。提出了一种保真效率设计空间探索的通用方法,并将其应用于在130nm技术中实现CORDIC算法的案例研究。案例研究表明,对于给定的保真度而言,简单的精确缩放通常比更复杂的不精确加法器提供更好的功率延迟效率,但是算法和保真度的不同选择会影响结果。

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