  In this study, we solved Schr\"odinger equation with Cornell potential
(Coulomb-plus-linear potential) by using neural network approach. Four
different types of Cornell potential were used without a physical relevance.
Besides that charmonium and bottomonium spin-averaged spectra were also
calculated. Obtained results are in good agreement with the reference studies.
