Ce projet de recherche doctorale est publié a été réalisé par LIRIDA NAVINER

# Description d'un projet de recherche doctoral

### Reliability of Probabilistic Circuits

**Mots clés : **

**Directeur de thèse** :
LIRIDA NAVINER

**Unité de recherche** :
Laboratoire Traitement et Communication de l'Information

**Ecole doctorale** :
École Doctorale Informatique, Télécommunications, Électronique de Paris

**Domaine scientifique principal**: Divers

### Résumé du projet de recherche (Langue 1)

### Résumé du projet de recherche (Langue 2)

An important design issue for probabilistic circuits is how to obtain op- timized trade-off between classic design parameters and computing correct- ness. Studies addressing the problem of probabilistic behavior of circuits have been reported in the literature. Similarly, some solutions for correct- ness estimation have been presented. However, these previous work rely on probability models whose relevance is uncertain or produce excessive overcost. In order to do obtain cost-effective implementations, efficient correctness models for probabilistic circuits must be developed. This thesis deals with the development of such models. Another expected contribution of this research are effective mechanisms for increasing the probability of correct results in probabilistic logic circuits.