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Title:
Neuro Symbolic Reasoning and Learning
Author:
Shakarian, Paulo. author.
ISBN:
9783031391798
Edition:
1st ed. 2023.
Physical Description:
XII, 119 p. 18 illus., 10 illus. in color. online resource.
Series:
SpringerBriefs in Computer Science,
Contents:
Chapter1 New Ideas in Neuro Symbolic Reasoning and Learning -- Chapter2 Brief Introduction to Propositional Logic and Predicate Calculus -- Chapter3 Fuzzy and Annotated Logic for Neuro Symbolic Artificial Intelligence -- Chapter4 LTN: Logic Tensor Networks -- Chapter5 Neuro Symbolic Reasoning with Ontological Networks -- Chapter6 LNN: Logical Neural Networks -- Chapter7 NeurASP -- Chapter8 Neuro Symbolic Learning with Differentiable Inductive Logic Programming -- Chapter9 Understanding SATNet: Constraint Learning and Symbol Grounding -- Chapter10 Neuro Symbolic AI for Sequential Decision Making -- Chapter11 Neuro Symbolic Applications.
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E-Book 520609-1001 XX(520609.1)
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