Neural networks as fuzzy logic formulas
Fuente:
arXiv
Saved in:
| Main Authors: | Heiman, Damian, Kuusisto, Antti, Turunen, Esko |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Graph neural networks and MSO
by: Ahvonen, Veeti, et al.
Published: (2025)
by: Ahvonen, Veeti, et al.
Published: (2025)
Logical Characterizations of Recurrent Graph Neural Networks with Reals and Floats
by: Ahvonen, Veeti, et al.
Published: (2024)
by: Ahvonen, Veeti, et al.
Published: (2024)
Graded modal logic and counting message passing automata
by: Ahvonen, Veeti, et al.
Published: (2024)
by: Ahvonen, Veeti, et al.
Published: (2024)
Cross-Attention and Encoder-Decoder Transformers: A Logical Characterization
by: Ahvonen, Veeti, et al.
Published: (2026)
by: Ahvonen, Veeti, et al.
Published: (2026)
Expressive Power of Graph Transformers via Logic
by: Ahvonen, Veeti, et al.
Published: (2025)
by: Ahvonen, Veeti, et al.
Published: (2025)
Descriptive complexity for neural networks via Boolean networks
by: Ahvonen, Veeti, et al.
Published: (2023)
by: Ahvonen, Veeti, et al.
Published: (2023)
Probabilistic Shoenfield Machines
by: Bujok, Maksymilian, et al.
Published: (2024)
by: Bujok, Maksymilian, et al.
Published: (2024)
Degree-preserving Godel logics with an involution: intermediate logics and (ideal) paraconsistency
by: Coniglio, M. E., et al.
Published: (2026)
by: Coniglio, M. E., et al.
Published: (2026)
The Luna Bound Propagator for Formal Analysis of Neural Networks
by: LeCates, Henry, et al.
Published: (2026)
by: LeCates, Henry, et al.
Published: (2026)
Structure-Guided Automated Reasoning
by: Bannach, Max, et al.
Published: (2023)
by: Bannach, Max, et al.
Published: (2023)
OnlineProver: Experience with a Visualisation Tool for Teaching Formal Proofs
by: Perháč, Ján, et al.
Published: (2025)
by: Perháč, Ján, et al.
Published: (2025)
On the existence of strong proof complexity generators
by: Krajicek, Jan
Published: (2022)
by: Krajicek, Jan
Published: (2022)
From Compactifying Lambda-Letrec Terms to Recognizing Regular-Expression Processes
by: Grabmayer, Clemens
Published: (2024)
by: Grabmayer, Clemens
Published: (2024)
Globally Interpretable Classifiers via Boolean Formulas with Dynamic Propositions
by: Jaakkola, Reijo, et al.
Published: (2024)
by: Jaakkola, Reijo, et al.
Published: (2024)
A Theory for Probabilistic Polynomial-Time Reasoning
by: Chen, Lijie, et al.
Published: (2026)
by: Chen, Lijie, et al.
Published: (2026)
Locality in Residuated-Lattice Structures
by: Carr, James
Published: (2025)
by: Carr, James
Published: (2025)
Constant time testability of first-order logic with modulo counting on finitary graphs
by: Adler, Isolde, et al.
Published: (2026)
by: Adler, Isolde, et al.
Published: (2026)
How to Verify a Turing Machine with Dafny
by: Lederer, Edgar F. A.
Published: (2026)
by: Lederer, Edgar F. A.
Published: (2026)
Fixed-Point Theorems and the Ethics of Radical Transparency: A Logic-First Treatment
by: Alpay, Faruk, et al.
Published: (2025)
by: Alpay, Faruk, et al.
Published: (2025)
Comparing State-Representations for DEL Model Checking
by: Behnke, Gregor, et al.
Published: (2025)
by: Behnke, Gregor, et al.
Published: (2025)
Changing the Rules of the Game: Reasoning about Dynamic Phenomena in Multi-Agent Systems
by: Galimullin, Rustam, et al.
Published: (2025)
by: Galimullin, Rustam, et al.
Published: (2025)
A Theory of Hanoi Omega-Automata and Games
by: Filiot, Emmanuel, et al.
Published: (2026)
by: Filiot, Emmanuel, et al.
Published: (2026)
A Coq-based Axiomatization of Tarski's Mereogeometry
by: Barlatier, Patrick, et al.
Published: (2025)
by: Barlatier, Patrick, et al.
Published: (2025)
On Angels and Demons: Strategic (De)Construction of Dynamic Models
by: Catta, Davide, et al.
Published: (2026)
by: Catta, Davide, et al.
Published: (2026)
Modal Logics -- RNmatrices vs. Nmatrices
by: Coniglio, Marcelo E., et al.
Published: (2024)
by: Coniglio, Marcelo E., et al.
Published: (2024)
Robust Computation Tree Logic
by: Nayak, Satya Prakash, et al.
Published: (2022)
by: Nayak, Satya Prakash, et al.
Published: (2022)
A Rust-to-Lean Verification Pipeline with AI Provers: An Experience Report
by: Klaus, Natalia, et al.
Published: (2026)
by: Klaus, Natalia, et al.
Published: (2026)
Semantics out of context: nominal absolute denotations for first-order logic and computation
by: Gabbay, Murdoch J.
Published: (2013)
by: Gabbay, Murdoch J.
Published: (2013)
Turing machines deciders, part I
by: The bbchallenge Collaboration, et al.
Published: (2025)
by: The bbchallenge Collaboration, et al.
Published: (2025)
AI-Oracle Machines for Intelligent Computing
by: Wang, Jie
Published: (2024)
by: Wang, Jie
Published: (2024)
Interpretable classifiers for tabular data via discretization and feature selection
by: Jaakkola, Reijo, et al.
Published: (2024)
by: Jaakkola, Reijo, et al.
Published: (2024)
Hardness of busy beaver value BB(15)
by: Stérin, Tristan, et al.
Published: (2021)
by: Stérin, Tristan, et al.
Published: (2021)
Efficient Solving of Quantified Inequality Constraints over the Real Numbers
by: Ratschan, Stefan
Published: (2002)
by: Ratschan, Stefan
Published: (2002)
Two-Level Type Theory and Applications
by: Annenkov, Danil, et al.
Published: (2017)
by: Annenkov, Danil, et al.
Published: (2017)
Satisfiability in Łukasiewicz logic and its unbounded relative
by: Haniková, Zuzana, et al.
Published: (2025)
by: Haniková, Zuzana, et al.
Published: (2025)
Exponential Resolution Lower Bounds for Weak Pigeonhole Principle and Perfect Matching Formulas over Sparse Graphs
by: de Rezende, Susanna F., et al.
Published: (2019)
by: de Rezende, Susanna F., et al.
Published: (2019)
Mechanised uniform interpolation for modal logics K, GL, and iSL
by: Férée, Hugo, et al.
Published: (2024)
by: Férée, Hugo, et al.
Published: (2024)
Implementing Dependent Type Theory Inhabitation and Unification
by: Norman, Chase, et al.
Published: (2026)
by: Norman, Chase, et al.
Published: (2026)
Mechanized HOL Reasoning in Set Theory
by: Guilloud, Simon, et al.
Published: (2024)
by: Guilloud, Simon, et al.
Published: (2024)
Incomplete Descriptions and Qualified Definiteness
by: Więckowski, Bartosz
Published: (2024)
by: Więckowski, Bartosz
Published: (2024)
Similar Items
-
Graph neural networks and MSO
by: Ahvonen, Veeti, et al.
Published: (2025) -
Logical Characterizations of Recurrent Graph Neural Networks with Reals and Floats
by: Ahvonen, Veeti, et al.
Published: (2024) -
Graded modal logic and counting message passing automata
by: Ahvonen, Veeti, et al.
Published: (2024) -
Cross-Attention and Encoder-Decoder Transformers: A Logical Characterization
by: Ahvonen, Veeti, et al.
Published: (2026) -
Expressive Power of Graph Transformers via Logic
by: Ahvonen, Veeti, et al.
Published: (2025)