Neurobiology for mathematicians by C. Pouzat with F. Najman, P. Passos, B. Ramalho Room: Amphitheater Darboux Content: Primer on basic neural physiology for mathematicians; von Helmholtz's conjecture of the predictive brain; intrinsic variability of neurobiological data and the need of probabilistic models

Stochastics for neurobiologists by A. Duarte and E. Löcherbach Room: Amphitheater Darboux Content: Stochastic chains: Markov chains and variable length models; a simple model for spiking neurons and statistical inference; modeling EEG data.

Informal discussions and project proposals / discussions with younger researchers. Room: Amphitheater Darboux

Neurobiology for mathematicians by C. Pouzat with F. Najman, P. Passos, B. Ramalho Room: Amphitheater Darboux Content: Primer on basic neural physiology for mathematicians; von Helmholtz's conjecture of the predictive brain; intrinsic variability of neurobiological data and the need of probabilistic models

Stochastics for neurobiologists by A. Duarte and E. Löcherbach Room: Amphitheater Darboux Content: Stochastic chains: Markov chains and variable length models; a simple model for spiking neurons and statistical inference; modeling EEG data.

Informal discussions and project proposals / discussions with younger researchers Room: Amphitheater Darboux

Neurobiology for mathematicians by C. Pouzat with F. Najman, P. Passos, B. Ramalho Room: Amphitheater Darboux Content: Primer on basic neural physiology for mathematicians; von Helmholtz's conjecture of the predictive brain; intrinsic variability of neurobiological data and the need of probabilistic models

Stochastics for neurobiologists by A. Duarte and E. Löcherbach Room: Amphitheater Darboux Content: Stochastic chains: Markov chains and variable length models; a simple model for spiking neurons and statistical inference; modeling EEG data.

Informal discussions and project proposals / discussions with younger researchers. Room: Amphitheater Darboux

Workshop : Structural learning by the brain: Welcome coffee

Olivier Faugeras: Mathematical neuroscience Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

Risto Ilmoniemi: Randomness in the brain: TMS versus sensory stimulation Room: Amphitheater Darboux

Group photo Room: Amphitheater Darboux

Présentation de l'équipe de l'IHP par directeur adjoint de l'IHP Pr. Dominique Mouhanna Room: Amphitheater Darboux

Florent Meyniel: Is human statistical learning Bayesian? Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

Sonja Gruen: Higher-order spike patterns in cortex and models Room: Amphitheater Darboux

Leonardo Cohen: Consolidation of human skill linked to waking hippocampo-neocortical replay Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

Vikram Chib: Subjective valuation of effort. Room: Amphitheater Darboux

Claudia D. Vargas: The goal-keeper game: predicting upcoming events by the brain. Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

Bill Lytton: Avalanches in primary motor cortex Room: Amphitheater Darboux

Aline Duarte: Retrieving context trees from EEG data Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

Daniel Fraiman: An ANOVA approach for statistical comparisons of brain networks Room: Amphitheater Darboux

Oswaldo Baffa: Retrieving context tree models driven by structured TMS pulse sequences Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

Viktor Jirsa, The Virtual Brain in Applications to Medicine Room: Amphitheater Darboux

Cocktail and poster session with a short oral introduction: Fernando Najman, Paulo Passos, Bia Ramalho, Victor Hugo Souza, Noslen Hern\'andez, Renan Shimoura, Raquel Carvalho Room: Amphitheater Darboux

Marcela Svarc: EEG clustering and data compression by the brain Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

Maria Elisa Pimentel, Raphael Stern : The Goalkeeper Game: A new assessment tool for prediction of gait performance under complex condition in people with Parkinson's disease Room: Amphitheater Darboux

Antoine Triller: Synaptic receptors mouvement and brain diseases. Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

Yves Frégnac: Beyond the Metaphor between the digital Computer and the biological brain : the myth of artificial consciousness Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

1st Doctoral course: Structural-learning-by-the-brain by C. Vargas, A. Duarte, M. Svarc. Room: Amphitheater Darboux Content: Learning stochastic sequences of events by the brain; sequences of random objects driven by context tree models; statistical model selection for sequences of random objects driven by context tree models; the projective method; evoked potentials in EEG data; retrieving the structure of probabilistic sequences from EEG data; clustering EEG data by law.

Coffee and informal discussions Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

1st Doctoral course: Structural learning by the brain. by C. Vargas, A. Duarte, M. Svarc Room: Amphitheater Darboux Content: Learning stochastic sequences of events by the brain; sequences of random objects driven by context tree models; statistical model selection for sequences of random objects driven by context tree models; the projective method; evoked potentials in EEG data; retrieving the structure of probabilistic sequences from EEG data; clustering EEG data by law.

Coffee and informal discussions Room: Amphitheater Darboux

Séance grand public :Olivier Faugeras: Des mathéematiques au chevet des neurones et des astrocytes Room: Amphitheater Darboux

Séance grand public: Gilles Laurent: Evolution, Fonctions et Dynamique du Cerveau. Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

1st Doctoral course: Structural learning by the brain. C. Vargas, A. Duarte, M. Svarc Room: Amphitheater Darboux Learning stochastic sequences of events by the brain; sequences of random objects driven by context tree models; statistical model selection for sequences of random objects driven by context tree models; the projective method; evoked potentials in EEG data; retrieving the structure of probabilistic sequences from EEG data; clustering EEG data by law.

Coffee and informal discussions Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

1st Doctoral course: Structural learning by the brain. C. Vargas, A. Duarte, M. Svarc Room: Amphitheater Darboux Content: Learning stochastic sequences of events by the brain; sequences of random objects driven by context tree models; statistical model selection for sequences of random objects driven by context tree models; the projective method; evoked potentials in EEG data; retrieving the structure of probabilistic sequences from EEG data; clustering EEG data by law.

Coffee and informal discussions Room: Amphitheater Darboux

André Frazão Helene: Imagery and actual execution of sequential motor tasks Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

1st Doctoral course: Structural learning by the brain. C. Vargas, A. Duarte, M. Svarc Room: Amphitheater Darboux Content: Learning stochastic sequences of events by the brain; sequences of random objects driven by context tree models; statistical model selection for sequences of random objects driven by context tree models; the projective method; evoked potentials in EEG data; retrieving the structure of probabilistic sequences from EEG data; clustering EEG data by law.

Christophe Pouzat: Where data come from and what do we model? Room: Amphitheater Darboux

Gilles Laurent: Exploring the space of neural systems dynamics Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

2nd Doctoral course: Stochastic modeling of neural networks. by A. Galves and C. Pouzat. Lecture. Room: Amphitheater Darboux

Coffee and informal discussions Room: Amphitheater Darboux

Work in progress seminar: Erin Schuman (MPI) Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

2nd Doctoral course: Stochastic modeling of neural networks. by A. Galves and C. Pouzat. Lecture. Room: Amphitheater Darboux

Coffee and informal discussions Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

2nd Doctoral course: Stochastic modeling of neural networks. by A. Galves and C. Pouzat. Lecture. Room: Amphitheater Darboux

Coffee and informal discussions Room: Amphitheater Darboux

Work in progress seminar: Dasha Loukianova (Evry) Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

2nd Doctoral course: Stochastic modeling of neural networks. by A. Galves and C. Pouzat. Lecture. Room: Amphitheater Darboux

Coffee and informal discussions Room: Amphitheater Darboux

Work in progress seminar Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

2nd Doctoral course: Stochastic modeling of neural networks. by A. Galves and C. Pouzat. Lecture. Room: Amphitheater Darboux

Coffee and informal discussions Room: Amphitheater Darboux

Work in progress seminar: Michel Davydov (INRIA Paris) Room: Amphitheater Darboux

Work in progress seminar : Julien Aubert (Nice) Room: Amphitheater Darboux

Work in progress seminar : Sophie Jaffard (Nice) Room: Amphitheater Darboux

Workshop: Networks of spiking neurons. Welcome coffee Room: Amphitheater Darboux

Markus Diesmann: Simulation of large-scale neural networks. Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

Sacha van Albada, From structure to activity and back in spiking cortical models Room: Amphitheater Darboux

Group photo Room: Amphitheater Darboux

Ryota Kobayashi, Network inference from time series Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

Shigeru Shinomoto : Searching for neuronal activities involving behavioral changes in animals Room: Amphitheater Darboux

Bruno Cessac: A dynamical system point of view Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

Massimiliano Tamborrino: ABC for neuronal data Room: Amphitheater Darboux

Rodrigo Cofré:Scalable and accurate method for neuronal ensemble detection in spiking neural networks Room: Amphitheater Darboux

Priscilla Greenwood: Building a stochastic neural circuit of cortical-pulvinar interaction Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

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

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, Flavio Rusch, Nils Eric Greven Room: Amphitheater Darboux

Thibaud Taillefumier, Replica-mean field limits of metastable dynamics Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

Tilo Schwalger : Mesoscopic description of metastability in spiking neural networks Room: Amphitheater Darboux

Antonio C. Roque: Spontaneous activity patterns in networks of nonlinear two-dimensional integrate and fire neurons. Room: Amphitheater Darboux

Etienne Tanré, Spatial and temporal correlations in spikes trains: adaptation or noise with memory? Room: Amphitheater Darboux

coffee break Room: Amphitheater Darboux

Reinhard Höpfner: On circuits of stochastic Hodgkin-Huxley neurons Room: Amphitheater Darboux

Céline Duval, Recent results on Hawkes processes. Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

Guilherme Ost, Neural Coding as a Statistical Testing Problem Room: Amphitheater Darboux

Gilles Louppe: Simulation based network inference. Room: Amphitheater Darboux

Romain Veltz, Theoretical/numerical study of modulated traveling pulses in inhibition stabilized networks Room: Amphitheater Darboux

Coffee break Room: Amphitheater Darboux

Patricia Reynaud-Bouret, Encoding/decoding abilities of the DMS and DLS networks during learning Room: Amphitheater Darboux

Eva Löcherbach. Doctoral course: Perfect simulation of systems of interacting neurons. Room: Amphitheater Darboux