Title :
Polynomial datapath optimization using constraint solving and formal modelling
Author :
Haedicke, Finn ; Alizadeh, Bijan ; Fey, Görschwin ; Fujita, Masahiro ; Drechsler, Rolf
Author_Institution :
Inst. of Comput. Sci., Univ. of Bremen, Bremen, Germany
Abstract :
For a variety of signal processing applications polynomials are implemented in circuits. Recent work on polynomial datapath optimization achieved significant reductions of hardware cost as well as delay compared to previous approaches like Horner form or Common Sub-expression Elimination (CSE). This work 1) proposes a formal model for single- and multi-polynomial factorization and 2) handles optimization as a constraint solving problem using an explicit cost function. By this, optimal datapath implementations with respect to the cost function are determined. Compared to recent state-of-the-art heuristics an average reduction of area and critical path delay is achieved.
Keywords :
circuit optimisation; delays; digital signal processing chips; integrated circuit design; integrated circuit modelling; polynomial approximation; area reduction; constraint solving problem; critical path delay reduction; explicit cost function; formal modelling; polynomial datapath optimization; polynomial factorization; signal processing application polynomials; Adders; Complexity theory; Cost function; Mathematical model; Polynomials;
Conference_Titel :
Computer-Aided Design (ICCAD), 2010 IEEE/ACM International Conference on
Conference_Location :
San Jose, CA
Print_ISBN :
978-1-4244-8193-4
DOI :
10.1109/ICCAD.2010.5654279