We investigate the problem of deciding whether or not determinants of binary circulant matrices (i.e. matrices with entries in either {0,1} or {-1,1}) can reach Hadamard's bound. We find necessary and sufficient conditions for the existence of such matrices. A direct consequence of this study relates to the existence of Barker sequences.
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