Motivated by questions of approximate modeling and identification, we consider various classes of linear time-varying bounded-input-bounded output (BIBO) stable fading memory systems and prove some characterizations of them, These include fading memory systems, in general, almost periodic systems, and asymptotically periodic systems, We also show that norm and strong convergence coincide for BIBO stable causal fading memory systems.