| 2012 | ESANN | Effects of noise-reduction on neural function approximation. | Frank-Florian Steege, Volker Stephan, Horst-Michael Gro |
| 2009 | ICANN | Adaptive Feature Transformation for Image Data from Non-stationary Processes. | Erik Schaffernicht, Volker Stephan, Horst-Michael Gross |
| 2009 | KI | Machine Learning Techniques for Selforganizing Combustion Control. | Erik Schaffernicht, Volker Stephan, Klaus Debes, Horst-Michael Gross |
| 2007 | ICANN | An Efficient Search Strategy for Feature Selection Using Chow-Liu Trees. | Erik Schaffernicht, Volker Stephan, Horst-Michael Gro |
| 2001 | ICANN | Neural Architecture for Mental Imaging of Sequences Based on Optical Flow Predictions. | Volker Stephan, Horst-Michael Gross |
| 2001 | SMC | Neural anticipative architecture for expectation driven perception. | Volker Stephan, Horst-Michael Gross |
| 2000 | IJCNN | A Reinforcement Learning Based Neural Multi-Agent-System for Control of a Combustion Process. | Volker Stephan, Klaus Debes, Horst-Michael Gross, F. Wintrich, H. Wintrich |
| 2000 | IJCNN | Fast and Robust Prediction of Optical Flow Field Sequences for Visuomotor Anticipation. | Volker Stephan, Torsten Winkler, Horst-Michael Gross |
| 1998 | ESANN | Perception and action selection by anticipation of sensorimotor consequences. | Torsten Seiler, Volker Stephan, Horst-Michael Gross |