Pantheon SEMPARIS Le serveur des séminaires parisiens Paris

Statut Confirmé
Série FORUM-ENS
Domaines cond-mat.stat-mech
Date Mercredi 17 Septembre 2025
Heure 11:00
Institut LPENS
Salle L378
Nom de l'orateur Hruza
Prenom de l'orateur Ludwig
Addresse email de l'orateur
Institution de l'orateur DEC ENS
Titre Neuroscience for physicists: Modelling cognitive tasks with low-rank recurrent neural networks
Résumé My talk has two aims: Firstly, being a very rapid introduction to computational neuroscience for physicists, with a focus on how to go from a single neurone to recurrent neural networks as a way to model neuronal activity. And secondly, to explain more specifically the research questions my current group with Srdjan Ostojic is interested in, which are centred around modelling cognitive tasks with low-rank recurrent neural networks. In this context, I will also mention my own ongoing work on a specific cognitive task, a so-called context dependent decision making task. I will end with some reflection how one has to adapt one’s habits when going from physics to neuroscience/biology, and where I think it’s good to stay a physicist.
Numéro de preprint arXiv
Commentaires Note: new regular time and room for the statistical physics forum starting this semester
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