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CoCo 2015: Montreal, Quebec, Canada
- Tarek Richard Besold, Artur S. d'Avila Garcez, Gary F. Marcus, Risto Miikkulainen:
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. CEUR Workshop Proceedings 1583, CEUR-WS.org 2016 - Giovanni S. Carmantini, Peter beim Graben, Mathieu Desroches, Serafim Rodrigues:
Turing Computation with Recurrent Artificial Neural Networks. - Guglielmo Montone, J. Kevin O'Regan, Alexander V. Terekhov:
The Usefulness of Past Knowledge when Learning a New Task in Deep Neural Networks. - Özgür Yilmaz:
Analogy Making and Logical Inferences on Images using Cellular Automata based Hyperdimensional Computing. - Milad Kharratzadeh, Thomas R. Shultz:
Probability Matching via Deterministic Neural Networks. - Samuel R. Bowman, Christopher D. Manning, Christopher Potts:
Tree-Structured Composition in Neural Networks without Tree-Structured Architectures. - Joscha Bach, Priska Herger:
Request Confirmation Networks for Neuro-Symbolic Script Execution. - Gustav Sourek, Vojtech Aschenbrenner, Filip Zelezný, Ondrej Kuzelka:
Lifted Relational Neural Networks. - Marc W. Howard, Karthik H. Shankar, Zoran Tiganj:
Efficient Neural Computation in the Laplace Domain. - Federico Raue, Wonmin Byeon, Thomas M. Breuel, Marcus Liwicki:
Symbol Grounding in Multimodal Sequences using Recurrent Neural Networks. - Iván Sánchez Carmona, Sebastian Riedel:
Extracting Interpretable Models from Matrix Factorization Models. - Jiaxin Shi, Jun Zhu:
Building Memory with Concept Learning Capabilities from Large-Scale Knowledge Bases. - Soumalya Sarkar, Kin Gwn Lore, Soumik Sarkar:
Early Detection of Combustion Instability by Neural-Symbolic Analysis on Hi-Speed Video. - Frank van der Velde, Marc de Kamps:
Combinatorial Structures and Processing in Neural Blackboard Architectures. - Xavier Hinaut, Johannes Twiefel, Maxime Petit, Peter Ford Dominey, Stefan Wermter:
A Recurrent Neural Network for Multiple Language Acquisition: Starting with English and French. - Whitney Tabor:
Fractal Grammars which Recover from Perturbations. - Grégory Senay, Fabio Massimo Zanzotto, Lorenzo Ferrone, Luca Rigazio:
Predicting Embedded Syntactic Structures from Natural Language Sentences with Neural Network Approaches. - Ivana Kajic, Thomas Wennekers:
Neural Network Model of Semantic Processing in the Remote Associates Test. - Manoel Vitor Macedo França, Artur S. d'Avila Garcez, Gerson Zaverucha:
Relational Knowledge Extraction from Neural Networks.
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