Dennis WILSON - Admis au titre de docteur


dennis.wilson@isae.fr

Doctorat Informatique et Télécommunications


Thèse soutenue le 4 mars 2019 - Université de Toulouse

Ecole doctorale : EDMITT - Ecole Doctorale Mathématiques, Informatique et Télécommunications de Toulouse

Sujet : Évolution des principes de la conception des réseaux de neurones artificiels

Mots-clés de la thèse : réseaux de neurones,évolution artificielle,apprentissage machine,programmation génétique,réseaux de régulation,

Direction de thèse : Hervé LUGA

Co-direction de thèse : Sylvain CUSSAT-BLANC

Unité de recherche : IRIT : Institut de Recherche en Informatique de Toulouse UMR 5505 - Toulouse
Intitulé de l'équipe : REVA - Réel Expression Vie Artificielle

Ingénieur - Batchelors

obtenu en avril 2015 - Massachusetts Institute of Technology
Option : Electrical Engineering and Computer Science

Production scientifique

- Dennis G Wilson, Sylvain Cussat-Blanc, Hervé Luga 2018. A gene regulatory network model for axon guidance   Developmental Neural Network Workshop, 15th International Conference on Parallel Problem Solving from Nature,
- Dennis Wilson, Silvio Rodrigues, Carlos Segura, Ilya Loshchilov, Frank Hutter, Guillermo López Buenfil, Ahmed Kheiri, Ed Keedwell, Mario Ocampo-Pineda, Ender Özcan, Sergio Ivvan Valdez Peña, Brian Goldman, Salvador Botello Rionda, Arturo Hernández-Aguirre, Kalyan Veeramachaneni, Sylvain Cussat-Blanc 2018. Evolutionary computation for wind farm layout optimization   Renewable Energy, 126, p681-691,
- Dennis G Wilson, Kyle Harrington, Sylvain Cussat-Blanc, Hervé Luga 2018. Evolving Differentiable Gene Regulatory Networks   Evolutionary Machine Learning, 15th International Conference on Parallel Problem Solving from Nature,
- Dennis G Wilson Sylvain Cussat-Blanc Hervé Luga Julian F Miller 2018. Evolving simple programs for playing Atari games   Proceedings of the Genetic and Evolutionary Computation Conference, Pages 229-236 ,
- DG Wilson 2018. The ethics of automated behavioral microtargeting   AI Matters, (3), 56-64,
- Jean Disset, Dennis G Wilson, Sylvain Cussat-Blanc, Stéphane Sanchez, Hervé Luga, Yves Duthen 2017. A comparison of genetic regulatory network dynamics and encoding   Proceedings of the Genetic and Evolutionary Computation Conference, 91-98,
- Julian F Miller, Dennis G Wilson 2017. A developmental artificial neural network model for solving multiple problems   Proceedings of the Genetic and Evolutionary Computation Conference Companion, 69-70,
- Dennis G. Wilson, Jean Disset, Sylvain Cussat-Blanc, Yves Duthen, Hervé Luga 2017. Learning aquatic locomotion with animats   Proceedings of the 14th European Conference on Artificial Life 2017, 585-592,
- Dennis Wilson, Sylvain Cussat-Blanc, Hervé Luga 2016. The Evolution of Artificial Neurogenesis   Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion, 1047-1048,
- Dennis Wilson (CSAIL - MIT, Cambridge, MA, USA), Sylvain Cussat-Blanc (University of Toulouse, Toulouse, France), Kalyan Veeramachaneni (CAIL - MIT, Cambridge, MA, USA), Una-May O'Reilly (CSAIL - MIT, Cambridge, MA, USA), Hervé Luga (University of Toulouse, Toulouse, France) 2014. A continuous developmental model for wind farm layout optimization   GECCO '14 Proceedings of the 2014 Annual Conference on Genetic and Evolutionary Computation, GECCO '14 Proceedings of the 2014 Annual Conference on Genetic and Evolutionary Computation Pages 745-752 ,
- Dennis Wilson, Kalyan Veeramachaneni, Una-May O’Reilly (CSAIL - MIT, Cambridge, MA, USA) 2013. Cloud Scale Distributed Evolutionary Strategies for High Dimensional Problems   Applications of Evolutionary Computation, 16th European Conference, EvoApplications 2013, Vienna, Austria, April 3-5, 2013. Proceedings pp 519-528,
- Dennis Wilson (CSAIL - MIT, Cambridge, MA, USA), Emmanuel Awa (Brandeis University, Waltham, MA, USA), Sylvain Cussat-Blanc (University of Toulouse, Toulouse, France), Kalyan Veeramachaneni (CSAIL - MIT, Cambridge, MA, USA), Una-May O'Reilly (CSAIL - MIT, Cambridge, MA, USA) 2013. On learning to generate wind farm layouts   GECCO '13 Proceedings of the 15th annual conference on Genetic and evolutionary computation, GECCO '13 Proceedings of the 15th annual conference on Genetic and evolutionary computation Pages 767-774 ,

Langues Vivantes : Français B2 - Intermédiaire supérieur - Espagnol B1 - Intermédiaire - Anglais C2 - Maternel - Hébreu C2 - Courant
Dernière mise à jour le 13 décembre 2018