Titlebook: Neuro Symbolic Reasoning and Learning; Paulo Shakarian,Chitta Baral,Lahari Pokala Book 2023 The Editor(s) (if applicable) and The Author(s

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書目名稱Neuro Symbolic Reasoning and Learning影響因子(影響力)




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書目名稱Neuro Symbolic Reasoning and Learning網(wǎng)絡(luò)公開度學科排名




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書目名稱Neuro Symbolic Reasoning and Learning被引頻次學科排名




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SpringerBriefs in Computer Sciencehttp://image.papertrans.cn/n/image/663778.jpg

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https://doi.org/10.1007/978-3-031-39179-8Artificial intelligence; Machine Learning; Deep Learning; Fuzzy Logic; Neural networks; Neuro symbolic ar

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Brief Introduction to Propositional Logic and Predicate Calculus,ehind propositional logic and predicate calculus (first order logic). We cover syntax, semantics, satisfiability relationships, consistency and entailment, quantifiers and grounding, as well as how logic relates to lattice theory and fixpoint operators.

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Neuro Symbolic Learning with Differentiable Inductive Logic Programming,wn as differentiable inductive logic programming (ILP), which combines concepts from ILP with a neural architecture to support gradient-based learning. Additionally, we also cover several other paradigms to learn logical structures in a neuro symbolic framework.

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Book 2023 book also covers neuro symbolic reasoning frameworks such as LNN, LTN, and NeurASP and learning frameworks. This would include differential inductive logic programming, constraint learning and deep symbolic policy learning.? Additionally, application areas such a visual question answering and natur