Skip Connection xi=F(xi−1)+xi−1 Effect Of Depth Previous layer gradient carried to next module untouched → loss surface is smoother Transferarchitecture to prevent Vanishingexploding gradients Learns the difference (residual) F(x)=H(x)−x