An asymptote is a line or curve that approaches a given curve arbitrarily closely, but does not touch the curve.
The graph of an exponential function of the form

is a graph which gets close to the x-axis but does not touch it.
Therefore, an exponential function of the form

has a horizontal asymptote at y = 0.