From Logic to Neural Networks and Back (original) (raw)
Related papers
Neural networks and logical reasoning systems. A translation table
1998
Logic programming on a neural network
wan ahmad tajuddin wan abdullah
International journal of intelligent systems, 1992
Making Logic Learnable With Neural Networks
2020
Learning Algorithms via Neural Logic Networks
2019
Logic Mining Using Neural Networks
wan ahmad tajuddin wan abdullah
Arxiv preprint arXiv:0804.4071, 2008
Artificial Neural Networks that Learn to Satisfy Logic Constraints
2017
A Neural Approach to Extended Logic Programs
International Work-Conference on Artificial and NaturalNeural Networks, 2003
Rewriting Logic Using Strategies for Neural Networks: An Implementation in Maude
Advances in Soft Computing, 2009
First-order logic learning in Artificial Neural Networks
The 2010 International Joint Conference on Neural Networks (IJCNN), 2010
Neural networks and rational Lukasiewicz logic
2002
A Neural Network Performing Boolean Logic Operations
2003
Semantic Interpretation of Deep Neural Networks Based on Continuous Logic
ArXiv, 2019
Computability of Logical Neural Networks
Journal of Intelligent Systems, 1992
Neural Network Models of Conditionals: An Introduction
LogKCA-07, Proceedings of the First ILCLI International Workshop on Logic and Philosophy of Knowledge, Communication and Action (ed. by X. Arrazola, J. M. Larrazabal et al.), University of the Basque Country Press
Towards generalizable neuro-symbolic reasoners
First-Order Logical Neural Networks
Fourth International Conference on Hybrid Intelligent Systems (HIS'04)
Artificial Intelligence, 1995
The Grand Challenges and Myths of Neural-Symbolic Computation⋆
Recurrent Neural …
Extraction of logical rules from neural networks
Neural Processing Letters, 1998
Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: a Roadmap
2021
Neural Networks and Structured Knowledge: Knowledge Representation and Reasoning
1999
A design strategy for logical neural networks
IEEE International Conference on Systems Engineering, 1991
BRAINN: A Connectionist Approach to Symbolic Reasoning
1998
Recursive Neural Networks Can Learn Logical Semantics
Proceedings of the 3rd Workshop on Continuous Vector Space Models and their Compositionality, 2015
Acquiring rule sets as a product of learning in a logical neural architecture
IEEE Transactions on Neural Networks, 1997
Logic in Artificial Intelligence and Industrial Applications, Part I
Back to the Future: Logic and Machine Learning
2017
Neural-Symbolic Learning and Reasoning: Contributions and Challenges
Optimization of logical rules derived by neural procedures
Neural Networks, 1999. …, 1999
Recursive Neural Networks for Learning Logical Semantics
Natural Logic in AI and Cognitive Science
2017
Symbolic Reasoning with Differentiable Neural Comput
2016