The fermionic topological charge of lattice gauge fields, given in terms of a spectral flow of the Hermitian Wilson-Dirac operator, or equivalently, as the index of Neuberger's lattice Dirac operator, is shown to have analogous properties to Lüscher's geometrical lattice topological charge. The main new result is that it reduces to the continuum topological charge in the classical continuum limit. (This is sketched here; the full proof will be given in a sequel to this paper.) A potential application of the ideas behind fermionic lattice topological charge to deriving a combinatorial construction of the signature invariant of a 4-manifold is also discussed.