Читать книгу Artificial Intelligence and Quantum Computing for Advanced Wireless Networks - Savo G. Glisic - Страница 86

(Differentiability) [1] : Let F_w and G_w be the global transition and the global output functions of a GNN, respectively. If F_w(x, l) and G_w(x, l_N) are continuously differentiable w.r.t. x and w, then ϕ_w is continuously differentiable w.r.t. w (for the proof, see [1]).