dr. ir. Michiel Hermans No current affiliation with UGent 1 – 5 of 14 publications Show 5 5 10 15 20 50 100 250 Sort by year (new to old) Actions Filter publications Download search results Subscribe to news feed Add to list Journal Article A1 Photonic delay systems as machine learning implementations Michiel Hermans (UGent) , Miguel C. Soriano, Joni Dambre (UGent) , Peter Bienstman (UGent) and Ingo Fischer (2015) JOURNAL OF MACHINE LEARNING RESEARCH. 16. p.2081-2097 Add to list Journal Article A1 open access Trainable hardware for dynamical computing using error backpropagation through physical media Michiel Hermans (UGent) , Michaël Burm (UGent) , Thomas Van Vaerenbergh (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent) (2015) NATURE COMMUNICATIONS. 6. Add to list Journal Article A1 open access Memristor models for machine learning Juan Pablo Carbajal (UGent) , Joni Dambre (UGent) , Michiel Hermans (UGent) and Benjamin Schrauwen (UGent) (2015) NEURAL COMPUTATION. 27(3). p.725-747 Add to list Journal Article A1 Optoelectronic systems trained with backpropagation through time Michiel Hermans (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent) (2015) IEEE Transactions on Neural Networks and Learning Systems. 26(7). p.1545-1550 Add to list Journal Article A1 open access Automated design of complex dynamic systems Michiel Hermans (UGent) , Benjamin Schrauwen (UGent) , Peter Bienstman (UGent) and Joni Dambre (UGent) (2014) PLOS ONE. 9(1). 1 2 3 Next →