| 2012 | Towards Bridging the Gap Between Pattern Recognition and Symbolic Representation Within Neural Networks. | Tsvi Achler |
| 2011 | Neural Sub-Symbolic Reasoning. | Andreas Wichert |
| 2011 | Extracting Both MofN Rules and if-then Rules from the Training Neural Networks. | Norbert Tsopz, Engelbert Mephu Nguifo, Gilbert Tindo |
| 2011 | Neural-Symbolic Learning: How to Play Soccer. | Silvano Colombo Tosatto |
| 2011 | Compact Crossbar Variable Binding for Neuro-Symbolic Computation. | Gadi Pinkas, Priscila M. V. Lima, Shimon Cohen |
| 2011 | Visual Intelligence using Neural-Symbolic Learning and Reasoning. | Leo de Penning |
| 2011 | The Connection Graph Proof Procedure as a Logical-Connectionist Model of the Mind. | Robert Kowalski |
| 2011 | SHERLOCK - An Interface for Neuro-Symbolic Networks. | Ekaterina Komendantskaya, Qiming Zhang |
| 2011 | CABot3: A Simulated Neural Games Agent. | Christian R. Huyck, Roman V. Belavkin, Fawad Jamshed, Kailash Nadh, Peter J. Passmore, Emma Byrne, Dan Diaper |
| 2011 | Extracting Argumentative Dialogues from the Neural Network that Computes the Dungean Argumentation Semantics. | Yoshiaki Goto, Wataru Makiguchi, Hajime Sawamura |
| 2011 | Towards Developmental AI: The paradox of Ravenous Intelligent Agents. | Michelangelo Diligenti, Marco Gori, Marco Maggini |
| 2011 | Embedding Normative Reasoning into Neural Symbolic Systems. | Guido Boella, Silvano Colombo Tosatto, Artur S. d'Avila Garcez, Valerio Genovese, Leon van der Torre |
| 2009 | Text-based Reasoning with Symbolic Memory Model. | Kun Tu, Hava T. Siegelmann |
| 2009 | A Neural Network Approach for First-Order Abductive Inference. | Oliver Ray, Bruno Golnia |
| 2009 | A Neural-Symbolic System for Automated Assessment in Training Simulators. | Leo de Penning, Bart Kapp, Karel van den Bosch |
| 2009 | Symbol Emergence in Design. | Amitabha Mukerjee, Madan Mohan Dabbeeru |
| 2009 | Using Attentive Focus to Discover Action Ontologies from Perception. | Amitabha Mukerjee |
| 2009 | Cognitive Synergy: A Principle to Guide the Tight Integration of Heterogeneous Components in Integrative AI Systems. | Ben Goertzel |
| 2009 | Extracting Propositional Rules from Feedforward Neural Networks by Means of Binary Decision Diagrams. | Sebastian Bader |
| 2008 | Modeling Reasoning Mechanisms by Neural-Symbolic Learning. | Kai-Uwe Khnberger |
| 2008 | Unification by Error-Correction. | Ekaterina Komendantskaya |
| 2008 | The Reusable Symbol Problem. | Matthew Cook |
| 2008 | Symbolic Computing with Incremental Mind-maps to Manage and Mine Data Streams - Some Applications. | Claudine Brucks, Michael Hilker, Christoph Schommer, Cynthia Wagner, Ralph Weires |
| 2008 | Hybrid Classification and Symbolic-Like Manipulation Using Self-Regulatory Feedback Networks. | Tsvi Achler, Eyal Amir |
| 2008 | Guiding Backprop by Inserting Rules. | Sebastian Bader, Steffen Hlldobler, Nuno C. Marques |