Approximation Rates for Neural Networks with Encodable Weights in Smoothness Spaces

Ingo Gühring, Mones Raslan

We examine the necessary and sufficient complexity of neural networks to approximate functions from different smoothness spaces under the restriction of encodable network weights.…