As nouns,
nonsingular matrix is a hyponym of
square matrix; that is, nonsingular matrix is a
word with a more specific, narrower meaning than
square matrix:
square matrix: a matrix with the same number of rows and columns
nonsingular matrix: a square matrix whose determinant is not zero