By G.E. Taylor, G. Russell
This e-book covers algorithms and purposes of innovations from the bogus intelligence neighborhood in CAD for VLSI.
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Extra info for Algorithmic and knowledge based CAD for VLSI
As an example, we can define a function DOUBLE which doubles an integer recursively, and we then prove that this is the same as multiplying by 2: (defn double (x) (If (zerop x) 0 (ADD1 (double (SUB1 x)))) (prove-iemma double-is-times-2 (rewrite) (implies (numberp x) (equal (double x) (times 2 x)) 28 Use of a theorem prover for transformational synthesis The theorem includes the hypothesis that x must be a number, and requires it to be stored as a rewrite rule. After it has been proved, the prover will subsequently replace occurences of (double x) by (times 2 x).
The problem in hardware synthesis is to take an initial specification, frequently in the form of boolean equations or register transfer statements, and map these efficiently into silicon. Such languages do not lend themselves very well to formal reasoning, and recent research efforts have only concentrated on mapping formal languages into silicon. The use of formal languages makes it difficult to generate an efficient layout, since a much larger design space needs to be explored than when low level languages are used.
8 Conclusion This chapter has presented the details of an expert system for designing digital systems, called the design assistant (DA). The design of digital hardware is an ill-structured problem and the use of intelligent techniques helps in automating the design process of such problems. There are several advantages of using this approach such as simplicity, expandability, ease of use, explanation of reasoning. It is hoped that the design techniques used in this system can be expanded to the design of VLSI systems.
Algorithmic and knowledge based CAD for VLSI by G.E. Taylor, G. Russell