I am currently reading this
arxiv.org/pdf/0903.5400.pdf , and it defines in defintion 2.2 , that a point can be saddle is two paths (say $t_1$ and $t_2$) intersect tranversally and there is local maxima along the path of $t_1$ and local minima along the path of $t_2$