Semi-nonnegative rank for real matrices and its connection to the usual rank

The present paper introduces the semi-nonnegative rank for real matrices as an alternative to the usual rank. It is shown that the semi-nonnegative rank takes two possible values which are simple functions of the usual rank. Several characterizations of matrices for which the two ranks coincide are given.