| 2025 | IC3K | A Convexity-Dependent Two-Phase Training Algorithm for Deep Neural Networks. | Tomas Hrycej, Bernhard Bermeitinger, Massimo Pavone, Gtz-Henrik Wiegand, Siegfried Handschuh |
| 2024 | IC3K | Reducing the Transformer Architecture to a Minimum. | Bernhard Bermeitinger, Tomas Hrycej, Massimo Pavone, Julianus Kath, Siegfried Handschuh |
| 2024 | IC3K | Efficient Neural Network Training via Subset Pretraining. | Jan Frederic Sprer, Bernhard Bermeitinger, Tomas Hrycej, Niklas Limacher, Siegfried Handschuh |
| 2023 | IC3K | Make Deep Networks Shallow Again. | Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh |
| 2022 | IC3K | Training Neural Networks in Single vs. Double Precision. | Tomas Hrycej, Bernhard Bermeitinger, Siegfried Handschuh |
| 2022 | IC3K | Number of Attention Heads vs. Number of Transformer-encoders in Computer Vision. | Tomas Hrycej, Bernhard Bermeitinger, Siegfried Handschuh |
| 2019 | IC3K | Representational Capacity of Deep Neural Networks: A Computing Study. | Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh |
| 2019 | ICANN | Singular Value Decomposition and Neural Networks. | Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh |
| 2007 | IJCNN | Warranty Cost Forecast Based on Car Failure Data. | Tomas Hrycej, Matthias Grabert |
| 2004 | GI | Outlier Detection by Rareness Assumption. | Tomas Hrycej, Jochen Hipp |
| 2000 | IJCNN | Logit Demand Function with Embedded Neural Network Based Utility Function. | Wilm Eggert, Tomas Hrycej |
| 2000 | IJCNN | An Estimate of the Number of Samples to Convergence for Critic Algorithms. | Tomas Hrycej |
| 1997 | ESANN | Error measure for identifying chaotic attractors. | Tomas Hrycej |
| 1990 | IJCNN | A modular architecture for efficient learning. | Tomas Hrycej |
| 1990 | IJCNN | Self-organization by delta rule. | Tomas Hrycej |
| 1989 | IJCAI | Unsupervised Learning by Backward Inhibition. | Tomas Hrycej |
| 1988 | ECAI | Intelligent Backtracking with Structured Contexts. | Tomas Hrycej |
| 1988 | ECAI | Temporal Prolog. | Tomas Hrycej |
| 1986 | WI | Transitivity in Relations between Time Intervals. | Tomas Hrycej |