Simulation-based inference and its applications in neuroscience

Apparaît dans la collection : 2023 - T1B - WS2 - Networks of spiking neurons

Modern approaches for simulation-based inference build upon deep learning surrogates to enable approximate Bayesian inference with computer simulators. In this talk, we will review the main inference algorithms and discuss some applications specific to neuroscience.

Informations sur la vidéo

Date de captation 31/03/2023
Date de publication 31/03/2023
Institut IHP
Licence CC BY-NC-ND
Langue Anglais
Audience Chercheurs, Doctorants
Réalisateur(s) Alexandre Duplessis
Format MP4
Lieu IHP - Hermite Amphitheater

Données de citation

DOI 10.57987/IHP.2023.T1B.WS2.011
Citer cette vidéo Louppe, Gilles (31/03/2023). Simulation-based inference and its applications in neuroscience. IHP. Audiovisual resource. DOI: 10.57987/IHP.2023.T1B.WS2.011
URL https://dx.doi.org/10.57987/IHP.2023.T1B.WS2.011