Neuro-Symbolic Artificial Intelligence
Workshop series on Neural-Symbolic Learning and Reasoning
Steering Committee (Neural-Symbolic Learning and Reasoning Association)
Further information pertaining to the Steering Committee and the Association.
NeSy Workshops and Seminars:
- NeSy 2022, Sixteenth International Workshop on Neural-Symbolic Learning and Reasoning at IJCLR 2022
- NeSy'20/21, Fifteenth International Workshop on Neural-Symbolic Learning and Reasoning at IJCLR-20/21 - online recordings
- NeSy'19, Fourteenth International Workshop on Neural-Symbolic Learning and Reasoning at IJCAI-19
- NeSy'18, Thirteenth International Workshop on Neural-Symbolic Learning and Reasoning at HLAI-18
- NeSy'17, Twelveth International Workshop on Neural-Symbolic Learning and Reasoning
- NeSy'16, Eleventh International Workshop on Neural-Symbolic Learning and Reasoning at HLAI 2016
- NeSy'15, Tenth International Workshop on Neural-Symbolic Learning and Reasoning at IJCAI-15
- NeSy'13, Ninth International Workshop on Neural-Symbolic Learning and Reasoning at IJCAI-13
- NeSy'12, Eighth International Workshop on Neural-Symbolic Learning and Reasoning at AAAI-12
- NeSy'11, Seventh International Workshop on Neural-Symbolic Learning and Reasoning at IJCAI-11
- NeSy'10, Sixth International Workshop on Neural-Symbolic Learning and Reasoning at AAAI-10
- NeSy'09, Fifth International Workshop on Neural-Symbolic Learning and Reasoning at IJCAI-09
- NeSy'08, Fourth International Workshop on Neural-Symbolic Learning and Reasoning at ECAI-08
- NeSy'07, Third International Workshop on Neural-Symbolic Learning and Reasoning at IJCAI-07
- NeSy'06, Second International Workshop on Neural-Symbolic Learning and Reasoning at ECAI-06
- NeSy'05, First International Workshop on Neural-Symbolic Learning and Reasoning at IJCAI-05
Books
- Pascal Hitzler, Md Kamruzzaman Sarker (eds.), Neuro-Symbolic Artificial Intelligence - The State of the Art. Frontiers in Artificial Intelligence and Applications Vol 342, IOS Press, Amsterdam, 2022.
- Artur S. d'Avila Garcez, Luis C. Lamb and Dov M. Gabbay. Neural-Symbolic Cognitive Reasoning. Cognitive Technologies. Springer, 2009, ISBN 978-3-540-73245-7, 2009.
- Barbara Hammer, Pascal Hitzler (Eds), Perspectives of Neural-Symbolic Integration. Studies in Computational Intelligence, Vol. 77. Springer, 2007, ISBN 978-3-540-73953-1.
- Artur S. d'Avila Garcez, Krysia Broda and Dov M. Gabbay. Neural-Symbolic Learning Systems: Foundations and Applications, Perspectives in Neural Computing, Springer-Verlag, ISBN 1-85233-512-2, 2002.
Overview Articles
- Md Kamruzzaman Saker, Lu Zhou, Aaron Eberhart, Pascal Hitzler, Neuro-Symbolic Artificial Intelligence: Current Trends. AI Communications, to appear. [pdf]
- Tarek R. Besold, Artur d'Avila Garcez, Sebastian Bader, Howard Bowman, Pedro Domingos, Pascal Hitzler, Kai-Uwe Kuehnberger, Luis C. Lamb, Daniel Lowd, Priscila Machado Vieira Lima, Leo de Penning, Gadi Pinkas, Hoifung Poon, Gerson Zaverucha, Neural-Symbolic Learning and Reasoning: A Survey and Interpretation. Technical Report, 2017. [pdf]
- Artur d'Avila Garcez, Tarek R. Besold, Luc de Raedt, Peter Földiak, Pascal Hitzler, Thomas Icard, Kai-Uwe Kühnberger, Luis C. Lamb, Risto Miikkulainen, Daniel L. Silver, Neural-Symbolic Learning and Reasoning: Contributions and Challenges. In: Andrew McCallum, Evgeniy Gabrilovich, Ramanathan Guha, Kevin Murphy (eds.), Proceedings of the AAAI 2015 Spring Symposium on Knowledge Representation and Reasoning: Integrating Symbolic and Neural Approaches. Technical Rport SS-15-03, AAAI Press, Palo Alto, 2015. [pdf]
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Pascal Hitzler, Kai-Uwe Kühnberger, Facets of Artificial General Intelligence. Künstliche Intelligenz 2/09, 58-59, 2009. [pdf]
- Sebastian Bader, Pascal Hitzler, Steffen Hölldobler, The Integration of Connectionism and First-Order Knowledge Representation and Reasoning as a Challenge for Artificial Intelligence. Information 9 (1), 2006. [pdf]
- Sebastian Bader, Pascal Hitzler, Dimensions of neural-symbolic integration - a structured survey. In: S. Artemov, H. Barringer, A. S. d'Avila Garcez, L. C. Lamb and J. Woods (eds). We Will Show Them: Essays in Honour of Dov Gabbay, Volume 1. International Federation for Computational Logic, College Publications, 2005, pp. 167-194. [pdf]
Related Dagstuhl Seminars
Other Related Events
- CoCoSym2018, Cognitive Computation Symposium: Thinking Beyond Deep Learning" at City, University of London, on February 27, 2018
- CoCo2016, Workshop on Cognitive Computation: Integrating neural and symbolic approaches at NIPS2016.
- CoCo2015, Workshop on Cognitive Computation: Integrating neural and symbolic approaches at NIPS2015.
Tutorials and Courses at Summer Schools
- Neural-Symbolic Learning, Part I. Recording of lecture by A. Garcez at the ACAI 2018 Summer School, Ferrara, Italy, Aug 2018.
- Neural-Symbolic Learning, Part II. Recording of lecture by A. Garcez at the ACAI 2018 Summer School, Ferrara, Italy, Aug 2018.
- Neural-Symbolic Learning and Reasoning with Constraints. A tutorial on Logic Tensor Networks at IJCAI-ECAI 2018, Stockholm, Sweden, July 15, 2018.
- Neural-Symbolic Learning and Reasoning with Constraints. A tutorial on Logic Tensor Networks at IEEE IJCNN 2018, Rio de Janeiro, Brazil, July 8, 2018.
- Integrating Logic Programs and Connectionist Systems at ESSLLI2008 Summer School
- Knowledge Technologies, Hybrid Approaches and Neural Networks at ICANN 2006 Conference
- Neural-symbolic learning and reasoning at IK2006 Summer School
- Connectionist Knowledge Representation and Reasoning at KI 2005 Conference
- Integrating Logic Programs and Connectionist Systems at ESSLLI2005 Summer School
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