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
A note on logically stable neural nets
β Scribed by A.M. Andrew
- Publisher
- Elsevier Science
- Year
- 1970
- Tongue
- English
- Weight
- 502 KB
- Volume
- 6
- Category
- Article
- ISSN
- 0005-1098
No coin nor oath required. For personal study only.
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This paper, which began as a comment on a talk by Drew McDermott, 1 was completed in the summer of 1980. It circulated in typescript, but was not published at the time. A lot has happened in the study of nonmonotonic reasoning since that time, and the paper is now quite dated, but it is being publis