through the generalized bilinear equation from SK equation. By using “3-2” and “3-2-2”
neural network models, three trial functions are constructed. Classic lump, generalized lump
solutions and new rogue wave solutions are acquired by giving a number of specific
parameters. Through a variety of curve plots of three-dimensional contour plotting, these
rogue waves are intuitively displayed.