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Spectral Techniques in VLSI CAD (Hardcover, 2001 ed.)
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Spectral Techniques in VLSI CAD (Hardcover, 2001 ed.)
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Spectral Techniques in VLSI CAD have become a subject of renewed
interest in the design automation community due to the emergence of
new and efficient methods for the computation of discrete function
spectra. In the past, spectral computations for digital logic were
too complex for practical implementation. The use of decision
diagrams for spectral computations has greatly reduced this
obstacle allowing for the development of new and useful spectral
techniques for VLSI synthesis and verification. Several new
algorithms for the computation of the Walsh, Reed-Muller,
arithmetic and Haar spectra are described. The relation of these
computational methods to traditional ones is also provided.
Spectral Techniques in VLSI CAD provides a unified formalism of the
representation of bit-level and word-level discrete functions in
the spectral domain and as decision diagrams. An alternative and
unifying interpretation of decision diagram representations is
presented since it is shown that many of the different commonly
used varieties of decision diagrams are merely graphical
representations of various discrete function spectra. Viewing
various decision diagrams as being described by specific sets of
transformation functions not only illustrates the relationship
between graphical and spectral representations of discrete
functions, but also gives insight into how various decision diagram
types are related. Spectral Techniques in VLSI CAD describes
several new applications of spectral techniques in discrete
function manipulation including decision diagram minimization,
logic function synthesis, technology mapping and equivalence
checking. The use of linear transformations in decision diagram
size reduction is described and the relationship to the operation
known as spectral translation is described. Several methods for
synthesizing digital logic circuits based on a subset of spectral
coefficients are described. An equivalence checking approach for
functional verification is described based upon the use of matching
pairs of Haar spectral coefficients.
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