| Vol-1773 urn:nbn:de:0074-1773-7 Copyright © 2016 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# CoCo 2016
Cognitive Computation

### Proceedings of the Workshop on Cognitive Computation: Integrating neural and symbolic approaches 2016
co-located with the 30th Annual Conference on Neural Information Processing Systems (NIPS 2016)

### Barcelona, Spain, December 9, 2016.

Edited by

### Tarek R. Besold *
Antoine Bordes **
Artur d'Avila Garcez ***
Greg Wayne ****

* University of Bremen, Germany
** Facebook Research, USA
*** City University London, UK
**** Google DeepMind, UK

## Table of Contents

- Variable Binding through Assemblies in Spiking Neural Networks
  Robert Legenstein, Christos H. Papadimitriou, Santosh Vempala, Wolfgang Maass
- ReasoNet: Learning to Stop Reading in Machine Comprehension
  Yelong Shen, Po-Sen Huang, Jianfeng Gao, Weizhu Chen
- Analogy-Based Reasoning with Memory Networks for Future Prediction
  Daniel Andrade, Bing Bai, Ramkumar Rajendran, Yotaro Watanabe
- Pre-Wiring and Pre-Training: What Does a Neural Network Need to Learn Truly General Identity Rules?
  Raquel G. Alhama, Willem Zuidema
- Crossmodal Language Grounding, Learning, and Teaching
  Stefan Heinrich, Cornelius Weber, Stefan Wermter, Ruobing Xie, Yankai Lin, Zhiyuan Liu
- Diagnostic Classifiers Revealing how Neural Networks Process Hierarchical Structure
  Sara Veldhoen, Dieuwke Hupkes, Willem Zuidema
- Neuro-Symbolic EDA-Based Optimization Using ILP-Enhanced DBNs
  Sarmimala Saikia, Lovekesh Vig, Ashwin Srinivasan, Gautam Shroff, Puneet Agarwal, Richa Rawat
- Top-Down and Bottom-Up Interactions between Low-Level Reactive Control and Symbolic Rule Learning in Embodied Agents
  Clement Moulin-Frier, Xerxes D. Arsiwalla, Jordi-Ysard Puigbo, Marti Sanchez-Fibla, Armin Duff, Paul FMJ Verschure
- MS MARCO: A Human Generated MAchine Reading COmprehension Dataset
  Tri Nguyen, Mir Rosenberg, Xia Song, Jianfeng Gao, Saurabh Tiwary, Rangan Majumder, Li Deng
- Accuracy and Interpretability Trade-Offs in Machine Learning Applied to Safer Gambling
  Sanjoy Sarkar, Tillman Weyde, Artur d'Avila Garcez, Gregory Slabaugh, Simo Dragicevic, Chris Percy

2016-12-25: submitted by Tarek R. Besold, metadata incl. bibliographic data published under Creative Commons CC0
2016-12-26: published on CEUR-WS.org |valid HTML5|