short-term memory

Mathematics of Neural Circuits

Main field of research: 

Computational neurosciences / neural theory

Keywords: 

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

ENP label: 

2009

Research Center / Institute: 

ENS Ecole Normale Supérieure

Research Unit Code: 

U960

The goal of the GNT is to understand the basis of information processing in the brain by identifying links between collective neural dynamics and function.

Leader

Leader: 

Personal

ENP Students: 

Institutions

Principal Institution: 

Ecole Normale Supérieure

Affiliated institutions: 

Inserm
Laboratory

Surname: 

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).