Title :
Statistical methodologies for integrated circuits design
Author :
Padovani, Andrea ; Chimenton, Andrea ; Olivo, Piero ; Fantini, Paolo ; Vendrame, Loris ; Mennillo, Serena
Author_Institution :
Univ. di Ferrara, Ferrara
Abstract :
The continuous scaling of physical dimensions has strongly increased circuit performance variability and the traditional corner-case methodology is becoming unreliable. As a consequence, there is an urgent need for new and more accurate statistical models. In this scenario, the purpose of this paper is twofold: 1) to give the reader the basic concepts of statistical modeling, and 2) to discuss a viable statistical approach that could be adopted into a traditional IC design flow for the next technology generations.
Keywords :
design of experiments; integrated circuit design; integrated circuit manufacture; integrated circuit modelling; IC design flow; circuit performance; continuous physical dimensions scaling; integrated circuits design; statistical methodologies; statistical modeling; Circuit optimization; Circuit simulation; Circuit testing; Integrated circuit modeling; Integrated circuit noise; Integrated circuit synthesis; Manufacturing processes; Robustness; Statistical analysis; Uncertainty;
Conference_Titel :
Research in Microelectronics and Electronics Conference, 2007. PRIME 2007. Ph.D.
Conference_Location :
Bordeaux
Print_ISBN :
978-1-4244-1000-2
Electronic_ISBN :
978-1-4244-1001-9
DOI :
10.1109/RME.2007.4401866