Uniformly convex neural networks and non-stationary iterated network Tikhonov (iNETT) method

Davide Bianchi, Guanghao Lai, Wenbin Li

We propose a non-stationary iterated network Tikhonov (iNETT) method for the solution of ill-posed inverse problems. The iNETT employs deep neural networks to build a data-driven r…