Networks of spiking neurons

27 mars 2023, 08:30 → 31 mars 2023, 18:20 Europe/Paris

Amphithéâtre Hermite (Institut Henri Poincaré)

Workshop:  Networks of spiking neurons 

March 27-31, 2023, Paris.

Register here !

Program here !

List of speakers :

Markus Diesmann

Eva Löcherbach

Christophe Pouzat

Shigeru Shinomoto

Antonio Roque

Rodrigo Cofré

Gilles Louppe

Mauro Piccioni

Emilio De Santis

Bruno Cessac

Massimiliano Tamborino

Priscilla Greenwod

Céline Duval

Thibaud Taillefumier

Tilo Schwalger

Etienne Tanré

Reinhard Höpfner

Guilherme Ost

Sacha van Albada

Romain Veltz

Patricia Reynaud-Bouret

 

Organizers:

Antonio Galves (Universidade de São Paulo, galves@usp.br)

Eva Löcherbach (Paris 1 Panthéon-Sorbonne, eva.locherbach@univ-paris1.fr)

Christophe Pouzat (CNRS Université de Strasbourg, christophe.pouzat@math.unistra.fr)

Claudia D. Vargas (Universidade Federal de Rio de Janeiro)

Networks of spiking neurons_21.03.pdf

lundi 27 mars ¶

1 Welcome coffee¶

2 Markus Diesmann: Simulation of large-scale neural networks.¶

3 Coffee break¶

4 Sacha van Albada, From structure to activity and back in spiking cortical models¶

5 Group photo¶

6 Ryota Kobayashi, Network inference from time series¶

7 Coffee break¶

8 Shigeru Shinomoto : Searching for neuronal activities involving behavioral changes in animals¶

mercredi 29 mars ¶

9 Bruno Cessac: Remarks on spatio-temporal spike correlations¶

10 Coffee break¶

11 Massimiliano Tamborrino: ABC for neuronal data¶

12 Rodrigo Cofré: Scalable and accurate method for neuronal ensemble detection in spiking neural networks¶

13 Priscilla Greenwood: Building a stochastic neural circuit of cortical-pulvinar interaction¶

14 Coffee break¶

15 Mauro Piccioni and Emilio De Santis: Statistical model selection in the class of systems of interacting point processes with memory of variable length¶

16 Cocktail and poster session with a short oral introduction: Morgan André, Kadmo de Souza Laxa, Valentin Schmutz, Zoé Agathe-Nerine, Nadia Belmabrouk, Marie Levakova, Francesca Cavallini, Michel Davydov, Nils Eric Greven , Flavio Rusch¶

jeudi 30 mars ¶

17 Thibaud Taillefumier: Replica-mean field limits of metastable dynamics¶

18 Coffee break¶

19 Tilo Schwalger : Mesoscopic description of metastability in spiking neural networks¶

20 Antonio C. Roque: Spontaneous activity patterns in networks of nonlinear two-dimensional integrate and fire neurons¶

21 Etienne Tanré, Spatial and temporal correlations in spikes trains: adaptation or noise with memory?¶

22 Coffee break¶

23 Reinhard Höpfner: On circuits of stochastic Hodgkin-Huxley neurons¶

vendredi 31 mars ¶

24 Céline Duval: Recent results on Hawkes processes.¶

25 Coffee break¶

26 Guilherme Ost, Neural Coding as a Statistical Testing Problem¶

27 Gilles Louppe: Simulation based network inference.¶

28 Romain Veltz, Theoretical/numerical study of modulated traveling pulses in inhibition stabilized networks¶

29 Coffee break¶

30 Patricia Reynaud-Bouret, Encoding/decoding abilities of the DMS and DLS networks during learning¶