Expressivity of Deep Neural Networks
Expressivity of Deep Neural Networks
In this chapter, we give a comprehensive overview of the large variety of approximation results for neural networks. Approximation rates for classical function spaces as well as the benefits of deep neural networks over shallow ones for specifically structured function classes are discussed. While the main body of existing results …