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Group For Neural Theory projects

Equipe Group for Neural Theory

The Group for Neural Theory was founded in 2005 as part of the Institut d'Etudes de la Cognition (IEC) at the Ecole Normale Supérieure (ENS) in Paris. Since January 2009, we are also affiliated with the INSERM Unité 960 (Laboratoire de Neurosciences Cognitives). Our main research goal is to understand the basis of information processing in the brain by identifying links between neural dynamics and neural function. To that end, we investigate a broad range of topics in computational neuroscience, including models of probabilistic inference, feature integration and statistical learning in neuronal architectures; models of drug addiction; models of spiking and non-spiking recurrent networks; models of short-term memory and decision-making; spike-based learning algorithms; short-term synaptic plasticity.

UPCOMING EVENT

TBA, 2017

New Ideas in Theoretical Neuroscience - TBA

 

 

 

RECENT PUBLICATIONS

  • F. Mastroguiseppe and S. Ostojic (2017) Intrinsically-generated fluctuating activity in excitatory-inhibitory networks,  arXiv, Plos Comput Biol, in press.
  • W Brendel, R Bourdoukan, P Vertechi, CK Machens, S Denéve, Learning to represent signals spike by spike, arXiv preprint arXiv:1703.03777 (2017)
  • V Koren, S Deneve, Computational Account of Spontaneous Activity as a Signature of Predictive Coding, PLOS Computational Biology 13 (1), e1005355 (2017)
  • Jardri, R., Duverne, S., Litvinova, A. S., & Denève, S. (2017). Experimental evidence for circular inference in schizophrenia. Nature Communications, 8, 14218. https://doi.org/10.1038/ncomms14218
  • Fani Koukouli, Marie Rooy, Dimitrios Tziotis, Kurt A. Sailor, Heidi C. O’Neill, Josien Levenga, Mirko Witte, Michael Nilges, Jean-Pierre Changeux, Charles A. Hoeffer, Jerry A. Stitzel, Boris S. Gutkin, David A. DiGregorio & Uwe Maskos (2017) Nicotine reverses hypofrontality in animal models of addiction and schizophrenia. Nature Medicine (in press)
  • Jardri, R., Hugdahl, K., Hughes, M., Brunelin, J., Waters, F., Alderson-Day, B., … Denève, S. (2016). Are Hallucinations Due to an Imbalance Between Excitatory and Inhibitory Influences on the Brain? Schizophrenia Bulletin, 42(5), 1124–1134. https://doi.org/10.1093/schbul/sbw075

For a complete list of publications visit here.

 

RESEARCH POSITIONS

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There are PhD and Postdoctoral positions available in the group of Sophie Deneve (contact sophie.deneve@ens.fr), and in the group of Srdjan Ostojic (contact srdjan.ostojic@ens.fr)

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PARTNERS

                  

 

INSERM ENS