CoSy zoom seminar 23/03/2021
- Date: 23 March 2021, 12:15–13:00
- Location: Zoom
- Type: Seminar
- Lecturer: Benny Avelin
- Contact person: Benjamin Meco
Universal and uniform approximation of functions using neural networks
In this talk, I will focus on a recent result together with Vesa Julin, concerning the approximation of functions using special neural networks on the unit circle. I will present the motivation for studying these special networks, their properties, and some idea of how to prove such things. Specifically the results we will cover: the closure of the class of neural networks in $L^2$, a uniform approximation result, and a localization result.