Convergence of gradient flow for learning convolutional neural networks

Jona-Maria Diederen, Holger Rauhut, Ulrich Terstiege

Convolutional neural networks are widely used in imaging and image recognition. Learning such networks from training data leads to the minimization of a non-convex function. This m…