Mathematics of Neural Circuits
DEC-ENS-LNC²
Axe 2 : Approches quantitatives à l'exploration du comportement et de la cognition
Axe 3 : Réseaux neuronaux, modélisation et intelligence artificielle
Team research topics:
The main research focus is on the basis of information processing in the brain, with the aim of identifying links between neural dynamics and the neural bases of cognitive functions. It is directed by Boris Gutkin (DR1 CNRS) and Alex Cayco-Gajic (Junior Professor ENS), specialists in theoretical and computational neuroscience, whose research focuses on modeling brain circuit dynamics, neuromodulation, motivated behavior, addiction, machine learning and cerebellar circuitry.
Main techniques used :
Computer modeling, computer simulations, dynamic systems analysis, machine learning, reinforcement learning, network analysis, data analysis, dimensionality reduction.
Address :
29 rue d'Ulm, 75005, PARIS
Team leader :
Boris Gütkin
Name of co-team leader :
Administrative Contact Name :
Marine Magne
Website : Cliquez ici
Key words : #Calcul #neuronal #modélisation #mathématique #apprentissage #renforcement #circuits #cérébelleux #intéroception #apprentissage #comportement #Neural #computation #mathematical #modelling #reinforcement #learning #cerebellar #circuits #interoception #behavioral #learning
29 rue d'Ulm, 75005, PARIS
Team leader :
Boris Gütkin
Name of co-team leader :
Administrative Contact Name :
Marine Magne
Website : Cliquez ici
Key words : #Calcul #neuronal #modélisation #mathématique #apprentissage #renforcement #circuits #cérébelleux #intéroception #apprentissage #comportement #Neural #computation #mathematical #modelling #reinforcement #learning #cerebellar #circuits #interoception #behavioral #learning