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Vecoven Nicolas

Main Referenced Co-authors
Drion, Guillaume  (3)
Ernst, Damien  (3)
Begon, Jean-Michel  (2)
Geurts, Pierre  (2)
Huynh-Thu, Vân Anh  (2)
Main Referenced Keywords
neuromodulation (3); deep learning (2); reinforcement learning (2); artificial networks (1); Artificial neural networks (1);
Main Referenced Disciplines
Computer science (6)

Publications (total 6)

The most downloaded
276 downloads
Vecoven, N., Ernst, D., Wehenkel, A., & Drion, G. (2020). Introducing neuromodulation in deep neural networks to learn adaptive behaviours. PLoS ONE. doi:10.1371/journal.pone.0227922 https://hdl.handle.net/2268/230984

The most cited

19 citations (OpenCitations)

Vecoven, N., Ernst, D., Wehenkel, A., & Drion, G. (2020). Introducing neuromodulation in deep neural networks to learn adaptive behaviours. PLoS ONE. doi:10.1371/journal.pone.0227922 https://hdl.handle.net/2268/230984

Vecoven, N. (2022). Introducing biological neuronal dynamics and neuromodulation in artificial neural networks [Doctoral thesis, ULiège - Université de Liège]. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/264947

Vecoven, N., Ernst, D., & Drion, G. (08 June 2021). A bio-inspired bistable recurrent cell allows for long-lasting memory. PLoS ONE, 16 (6), 1-13. doi:10.1371/journal.pone.0252676
Peer Reviewed verified by ORBi

Vecoven, N., Ernst, D., Wehenkel, A., & Drion, G. (2020). Introducing neuromodulation in deep neural networks to learn adaptive behaviours. PLoS ONE. doi:10.1371/journal.pone.0227922
Peer Reviewed verified by ORBi

Vecoven, N., Begon, J.-M., Sutera, A., Geurts, P., & Huynh-Thu, V. A. (2020). Nets versus trees for feature ranking and gene network inference. In Proceeding of the 23rd International Conference on Discovery Science (DS 2020). Springer. doi:10.1007/978-3-030-61527-7_16
Peer reviewed

Vecoven, N., Ernst, D., Wehenkel, A., & Drion, G. (2019). Cellular neuromodulation in artificial networks. In Proceedings of the NeurIPS 2019 Workshop Neuro AI.
Peer reviewed

Vecoven, N., Begon, J.-M., Huynh-Thu, V. A., & Geurts, P. (2017). Nets versus trees for feature ranking and gene network inference. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/231719.

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