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Yield
The manufacturer of integrated circuited is ultimately
interested in how many finished chips will be available for sale. Wafer
yield is related to the complexity of the process and is strongly dependent
on the area of the integrated-circuit die.
Uniform defect densities
A classical problem in probability theory in which n defects are randomly placed in N die sites. The probability Pk
k - exactly # of defects
n - # of defects per wafer
N- # of die sites
for large n and N
where l = n/N
The yield is given by the probability that a die is found with no defects
Y = Po = e -l
A - area of single die
wafer area = NA
Do - density of defects
l = n/N = DoA
Y = e -DoA
Nonuniform Defect Densities
f(D) probability density for D
The final yield depends on the form of f(D). Here are just three examples: