论文标题
自动生成完整的多项式插值硬件设计空间
Automatic Generation of Complete Polynomial Interpolation Hardware Design Space
论文作者
论文摘要
复杂功能的硬件实现定期部署分段多项式近似。这项工作确定了符合给定精度规范的分段多项式近似的完整设计空间。对该设计空间的了解确定了足够准确地近似功能所需的最小区域数量,并促进了优化硬件的生成,该硬件与最新的状态具有竞争力。针对替代硬件技术只需需要修改的决策过程即可探索空间。
Hardware implementations of complex functions regularly deploy piecewise polynomial approximations. This work determines the complete design space of piecewise polynomial approximations meeting a given accuracy specification. Knowledge of this design space determines the minimum number of regions required to approximate the function accurately enough and facilitates the generation of optimized hardware which is competitive against the state of the art. Targeting alternative hardware technologies simply requires a modified decision procedure to explore the space.