Vol-1583
urn:nbn:de:0074-1583-4

Copyright © 2015 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 2015
Cognitive Computation 2015

Proceedings of the NIPS Workshop on Cognitive Computation: Integrating Neural and Symbolic Approaches
co-located with the 29th Annual Conference on Neural Information Processing Systems (NIPS 2015)

Montreal, Canada, December 11-12, 2015.

Edited by

Tarek R. Besold *
Artur d'Avila Garcez
Gary F. Marcus *
Risto Miikkulainen ****

* Free University of Bozen-Bolzano, Italy
** City University London, UK
*** New York University, USA
**** University of Texas at Austin, USA

Table of Contents

Turing Computation with Recurrent Artificial Neural Networks
Giovanni S. Carmantini, Peter beim Graben, Mathieu Desroches, Serafim Rodrigues
The Usefulness of Past Knowledge when Learning a New Task in Deep Neural Networks
Guglielmo Montone, J. Kevin O'Regan, Alexander V. Terekhov
Analogy Making and Logical Inferences on Images using Cellular Automata based Hyperdimensional Computing
Ozgur Yilmaz
Probability Matching via Deterministic Neural Networks
Milad Kharratzadeh, Thomas Shultz
Tree-Structured Composition in Neural Networks without Tree-Structured Architectures
Samuel R. Bowman, Christopher D. Manning, Christopher Potts
Request Confirmation Networks for Neuro-Symbolic Script Execution
Joscha Bach, Priska Herger
Lifted Relational Neural Networks
Gustav Sourek, Vojtech Aschenbrenner, Filip Zelezny, Ondrej Kuzelka
Efficient Neural Computation in the Laplace Domain
Marc W. Howard, Karthik H. Shankar, Zoran Tiganj
Symbol Grounding in Multimodal Sequences using Recurrent Neural Networks
Federico Raue, Wonmin Byeon, Thomas M. Breuel, Marcus Liwicki
Extracting Interpretable Models from Matrix Factorization Models
Ivan Sanchez Carmona, Sebastian Riedel
Building Memory with Concept Learning Capabilities from Large-Scale Knowledge Bases
Jiaxin Shi, Jun Zhu
Early Detection of Combustion Instability by Neural-Symbolic Analysis on Hi-Speed Video
Soumalya Sarkar, Kin Gwn Lore, Soumik Sarkar
Combinatorial Structures and Processing in Neural Blackboard Architectures
Frank van der Velde, Marc de Kamps
A Recurrent Neural Network for Multiple Language Acquisition: Starting with English and French
Xavier Hinaut, Johannes Twiefel, Maxime Petit, Peter Dominey, Stefan Wermter
Fractal Grammars which Recover from Perturbations
Whitney Tabor
Predicting Embedded Syntactic Structures from Natural Language Sentences with Neural Network Approaches
Gregory Senay, Fabio Massimo Zanzotto, Lorenzo Ferrone, Luca Rigazio
Neural Network Model of Semantic Processing in the Remote Associates Test
Ivana Kajic, Thomas Wennekers
Relational Knowledge Extraction from Neural Networks
Manoel Vitor Macedo Franca, Artur S. d'Avila Garcez, Gerson Zaverucha

2016-04-29: submitted by Tarek R. Besold, metadata incl. bibliographic data published under Creative Commons CC0
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