| 609 | -- | 610 | Artur S. d'Avila Garcez, Tarek R. Besold. Editorial |
| 611 | -- | 632 | Artur S. d'Avila Garcez, Marco Gori, Luís C. Lamb, Luciano Serafini, Michael Spranger, Son N. Tran. Neural-symbolic Computing: An Effective Methodology for Principled Integration of Machine Learning and Reasoning |
| 633 | -- | 652 | Emile van Krieken, Erman Acar, Frank van Harmelen. Semi-supervised Learning using Differentiable Reasoning |
| 653 | -- | 694 | Gadi Pinkas, Shimon Cohen. High-order Networks that Learn to Satisfy Logic Constraints |
| 695 | -- | 708 | Yin Jun Phua, Tony Ribeiro, Katsumi Inoue. Learning Representation of Relational Dynamics with Delays and Refining with Prior Knowledge |
| 709 | -- | 724 | Martha Lewis. Compositionality for Recursive Neural Networks |
| 725 | -- | 744 | Till Mossakowski, Razvan Diaconescu, Martin Glauer. Towards Fuzzy Neural Conceptors |
| 745 | -- | 769 | Tillman Weyde, Radha Manisha Koppart. Modelling Identity Rules with Neural Networks |