neuronal architectures

Mathematics of Neural Circuits

Domaine de recherche principal: 

Computational neurosciences / neural theory

Mots clefs: 

Learning
Synaptic plasticity
computational neuroscience
cognitive decision processes
neuronal architectures
drug addiction
short-term memory
decision-making

Labelisation ENP: 

2007

Centre de recherche / Institut: 

ENS Ecole Normale Supérieure

Code unité de recherche: 

U960

Le but du GNT est de comprendre les bases du traitement de l'information dans le cerveau, en mettant en évidence les liens entre la dynamique collective d'une population neuronale et les fonctions associées à cette population.

Leader

Leader: 

Personnel

Etudiants ENP: 

Établissements

Établissement de rattachement: 

Ecole Normale Supérieure

Établissements affiliés: 

Inserm
Laboratory

Nom: 

Laboratoire de Neurosciences Cognitives

Initiatives d'Excellence: 

IEC, PSLP
Publications

publications: 

Buchin A, Chizhov A, Huberfeld G, Miles R, Gutkin BS. Reduced Efficacy of the KCC2 Cotransporter Promotes Epileptic Oscillations in a Subiculum Network Model. J Neurosci. 2016 Nov 16;36(46):11619-11633.

Keramati M, Gutkin B. Homeostatic reinforcement learning for integrating reward collection and physiological stability. Elife. 2014 Dec 2;3. doi: 10.7554/eLife.04811.

Caze, R.D., Humphries, M., and Gutkin, B.S., Passive Dendrites Enable Single Neurons to Compute Linearly Non-separableFunctions, PLOS Computational Biology, 9(2): e1002867, (2013).


Keramati, M. and Gutkin, B.S., Imbalanced decision hierarchy in addicts emerging from drug-hijacked dopamine spiraling circuit,PLOS One, 8:4, 1-8 (2013).

Lochmann, T., Ernst, U.A., and Denève, S., Perceptual inference predicts contextual modulations of sensory responses, Journal of Neuroscience, 32(12), 4179-95 (2012).

Tolu, S., Eddine, R., Marti, F., David, V., Graupner, M., Baudonnat, S.P.M., Besson, M., Reperant, C., Zemdegs, J., Pages, C., Caboche, J., Gutkin, B., Gardier, A.M., Changeux, J., Faure, P., and Maskos, U., Co-activation of VTA DA and GABA neurons mediates nicotine reinforcement., Molecular Psychiatry, in press, (2012).

DiPoppa, M., Krupa, M., Torcini, A., and Gutkin, B., Marginally Stable States and Quasi-periodic minor attractors in excitable pulse-coupled networks, SIAM Journal of Applied Dynamical Systems, 11, 864 894 (2012).

Deneve, S., Making decisions with unknown sensory reliability, Frontiers in Neuroscience, 6:75, doi: 10.3389/fnins.2012.00075 (2012).

Jardri, R. and Deneve, S., Computational models of hallucinations., The Neuroscience of Hallucinations, (2012).