Title :
Compression of Lookup Table for Piecewise Polynomial Function Evaluation
Author :
Shen-Fu Hsiao ; Chia-Sheng Wen ; Po-Han Wu
Author_Institution :
Dept. of Comput. Sci. & Eng., Nat. Sun Yat-sen Univ., Kaohsiung, Taiwan
Abstract :
Function evaluation is an important arithmetic computation in many signal processing applications, such as the special function unit in modern graphics processing units (GPUs). Lookup table (LUT) usually takes a significant portion of total area in function evaluation using piecewise polynomial approximation. Many papers have proposed various approaches to reduce table size without sacrificing precision requirement. This paper presents new LUT compression methods that do not introduce extra errors but can effectively further reduce the table size in the piecewise polynomial approximation with uniform or non-uniform segmentations.
Keywords :
data compression; digital arithmetic; mathematics computing; polynomial approximation; table lookup; LUT compression methods; arithmetic computation; lookup table compression; piecewise polynomial approximation; piecewise polynomial function evaluation; Accuracy; Function approximation; Hardware; Polynomials; Silicon compounds; Table lookup; computer arithmetic; function evaluation; polynomial approximation; table reduction;
Conference_Titel :
Digital System Design (DSD), 2014 17th Euromicro Conference on
Conference_Location :
Verona
DOI :
10.1109/DSD.2014.53