Predicting Spike Activity in Neuronal Cultures. - Tayfun Gürel; Ulrich Egert; Steffen Kandler; Luc De Raedt; Stefan Rotter (IJCNN, 2007)

Ranking neurons for mining structure-activity relations in biological neural networks: NeuronRank. - Tayfun Gürel; Luc De Raedt; Stefan Rotter (Neurocomputing, 2007)

Mining Structure-Activity Relations in Biological Neural Networks using NeuronRank. - Tayfun Gürel; Luc De Raedt; Stefan Rotter (Perspectives of Neural-Symbolic Integration, 2007)

Functional identification of biological neural networks using reservoir adaptation for point processes. - Tayfun Gürel; Stefan Rotter; Ulrich Egert (J. Comput. Neurosci., 2010)

Adaptive functional modeling of neural activity: a reservoir computing approach to neuronal cultures. - Tayfun Gürel (2010)

Unsupervised adaptation of brain machine interface decoders - Tayfun Gürel; Carsten Mehring (CoRR, 2012)