PhD projects
Due to the recent advances in both powerful hardware and algorithmic design, especially in the field of machine learning, the aim is to develope a neural network that is both state-of-the-art in segmentation [...] or a discrete, partial high-dimensional representation of a control curve or even a combination of both. This combination of fast direct control methods with online parameter identification leads to efficient [...] standard layer types (dense, convolutional, locally-connected etc.), which contain linear relationships both in the parameters as well as in the inputs. Apart from the in-depth description of double backpropagation