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Towards a unifying logical framework for neural networks

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Publication:6164487
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DOI10.1007/978-3-031-17715-6_28MaRDI QIDQ6164487

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Publication date: 28 July 2023

Published in: Lecture Notes in Computer Science (Search for Journal in Brave)


zbMATH Keywords

neural networksformal specificationsmatching logic


Mathematics Subject Classification ID

Theory of computing (68Qxx)


Related Items (1)

Towards a unifying logical framework for neural networks



Cites Work

  • Finite-trace linear temporal logic: coinductive completeness
  • A survey of safety and trustworthiness of deep neural networks: verification, testing, adversarial attack and defence, and interpretability
  • Matching logic explained
  • Safety verification of deep neural networks
  • A lattice-theoretical fixpoint theorem and its applications
  • Formal Verification of Piece-Wise Linear Feed-Forward Neural Networks
  • Matching µ-logic: Foundation of K framework
  • Formal specification for deep neural networks
  • Towards a unifying logical framework for neural networks




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