Neural-Symbolic Cognitive Reasoning

DOI10.1007/978-3-540-73246-4zbMath1188.68241OpenAlexW1670845525MaRDI QIDQ3514914

Luís C. Lamb, Dov M. Gabbay, Artur S. d'Avila Garcez

Publication date: 23 July 2008

Published in: Cognitive Technologies (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-540-73246-4

zbMATH Keywords

artificial neural networkscognitive modelsmachine learningnonmonotonic logicsneural-symbolic reasoningfibred neural networks

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Other nonclassical logic (03B60) Logic in artificial intelligence (68T27) Knowledge representation (68T30) Reasoning under uncertainty in the context of artificial intelligence (68T37) Research exposition (monographs, survey articles) pertaining to computer science (68-02)

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Neuro-symbolic artificial intelligence ⋮ Logic tensor networks ⋮ Brain-like computing based on distributed representations and neurodynamics ⋮ The discovery/justification context dichotomy within formal and computational models of scientific theories: a weakening of the distinction based on the perspective of non-monotonic logics ⋮ A neural cognitive model of argumentation with application to legal inference and decision making ⋮ Some thoughts on knowledge-enhanced machine learning ⋮ Logical modes of attack in argumentation networks ⋮ Weighted defeasible knowledge bases and a multipreference semantics for a deep neural network model

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