Before revision:  However, these existing approaches are based on differential equations, which does not allow discontinuity in the states , and thereby limits the class of systems one can learn.
After revision:  However, these existing approaches are based on differential equations, which does not allow discontinuity in the states and thereby limit the class of systems one can learn.