| 2007 | A Bayesian Computational Cognitive Model. Zhiwei Shi, Hong Hu, Zhongzhi Shi |
| 2007 | A Cortex-Inspired Neural-Symbolic Network for Knowledge Representation. Florian Röhrbein, Julian Eggert, Edgar Körner |
| 2007 | A Neural Architecture for Reasoning, Decision-making, and Episiodic Memory: Taking a Cue from the Brain (Abstract of Invited Talk). Lokendra Shastri |
| 2007 | Editorial. Artur S. d'Avila Garcez, Pascal Hitzler, Guglielmo Tamburrini |
| 2007 | Encoding Closure Operators into Neural Networks. Sebastian Rudolph |
| 2007 | Extracting Propositional Rules from Feed-forward Neural Networks - A New Decompositional Approach. Sebastian Bader, Steffen Hölldobler, Valentin Mayer-Eichberger |
| 2007 | HCP with PSMA: A Robust Spoken Language Parser. Monirul Hasan, Venkatesh Manian, Christel Kemke |
| 2007 | Integration of Hybrid Bio-Ontologies using Bayesian Networks for Knowledge Discovery. Kenneth McGarry, Sheila Garfield, Nick Morris, Stefan Wermter |
| 2007 | Proceedings of the 3rd International Workshop on Neural-Symbolic Learning and Reasoning, NeSy'07, held at IJCAI-07, Hyderabad, India, January 8, 2007 Artur S. d'Avila Garcez, Pascal Hitzler, Guglielmo Tamburrini |
| 2007 | Statistical Relational Learning - A Logical Approach (Abstract of Invited Talk). Luc De Raedt |
| 2007 | Towards Reasoning about the Past in Neural-symbolic Systems. Rafael V. Borges, Luís C. Lamb, Artur S. d'Avila Garcez |
| 2007 | Using Neural Network Models to Model Cerebral Hemispheric Differences in Processing Ambiguous Words. Orna Peleg, Zohar Eviatar, Larry M. Manevitz, Hananel Hazan |