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The paper presents a new method for computing all 2n canonical Reed-Muller forms (RMC forms) of a Boolean function. The method constructs the coefficients directly and no matrix-multiplication is needed. It is also usable for incompletely specified functions and for calculating a single RMC form. The method exhibits a high degree of parallelism.