Formal verification of deep neural networks
This paper introduces a method for the formal verification of neural networks using a Satisfiability Modulo Theories (SMT) solver. This approach enables the mathematical validation of specific neural network properties, enhancing their predictability. We propose a method for simplifying a neural net...
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| Datum: | 2024 |
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| 1. Verfasser: | |
| Format: | Artikel |
| Sprache: | Ukrainian |
| Veröffentlicht: |
PROBLEMS IN PROGRAMMING
2024
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| Online Zugang: | https://pp.isofts.kiev.ua/index.php/ojs1/article/view/644 |
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| Назва журналу: | Problems in programming |
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