In order to obtain the conditions for the existence of periodic and almost periodic solutions of Volterra difference equations, x(n + 1) = f (n, x(n)) + n s=−∞ F (n, s, x(n + s), x(n)), we consider certain stability properties, which are referred to as (K, ρ)-weakly uniformly-asymptotic stability and (K, ρ)-uniformly asymptotic stability. Moreover, we discuss the relationship between the ρ-separation condition and the uniformly-asymptotic stability property in the ρ sense.