Approximation Bounds for Random Neural Networks and Reservoir Systems

Lukas Gonon, Lyudmila Grigoryeva, Juan-Pablo Ortega

This work studies approximation based on single-hidden-layer feedforward and recurrent neural networks with randomly generated internal weights. These methods, in which only the la…