f0 = UnitBox[t0]; f1 = Convolve[f0, f0, t0, t1]; f2 = Convolve[f1, f1, t1, t2]; f3 = Convolve[f2, f2, t2, t3];
Plot[Evaluate[{f0, f1, f2, f3} /. {t0 -> x, t1 -> x, t2 -> x, t3 -> x}], {x, -3, 3}, Exclusions -> None]