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Extracting reduced logic programs from artificial neural networks

✍ Scribed by Jens Lehmann; Sebastian Bader; Pascal Hitzler


Book ID
106347747
Publisher
Springer US
Year
2008
Tongue
English
Weight
698 KB
Volume
32
Category
Article
ISSN
0924-669X

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Logic programming on a neural network
✍ Wan Ahmad Tajuddin Wan Abdullah πŸ“‚ Article πŸ“… 1992 πŸ› John Wiley and Sons 🌐 English βš– 412 KB

We propose a method of doing logic programming on a Hopfield neural network. Optimization of logical consistency is carried out by the network after the connection strengths are defined from the logic program; the network relaxes to neural states corresponding to a valid (or near-valid) interpretati