Probabilities and Optimal Inference to Understand the Brain

Session 3: Decision Making beyond Classical Reinforcement Learning

Salle Henri Gastaut

Paul Apicella

Adaptive coding in the dopaminergic system in health and disease

Kelly Diederen (King's College London)

Learning the payoffs and costs of actions

Rafal Bogacz (University of Oxford)

Brain circuits of urgent decisions for action

David Thura (University of Montreal)

Pause café et Posters

Short presentations by young researchers

Salle Henri Gastaut

Characterizing the inter-individual differences in children with cochlear implants: an evaluation of their predictive timing abilities

Jacques Pesnot (Aix-Marseille Université)

What’s the hazard rate?

Adrian E. Radillo (University of Houston)

Fractionating reaction times to probe the validity of the Drift Diffusion Model parameters

Gabriel Weindel (Aix-Marseille Université)

Déjeuner & Posters

Session 4: Context–Dependent Motor Behavior

Salle Henri Gastaut

Frederic Danion

Pathology as maladaptive optimality: A computational dissection of decision and action in OCD and Parkinson’s disease

Lionel Rigoux (Max Planck Institute)

Rapid delay compensation and state estimation following disturbances to the limb

Frédéric Crevecoeur (Université Catholique de Louvain)

Decomposing the motor system

Opher Donchin (Ben-Gurion University of the Negev)

	Jeu. 05	Ven. 06
09:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00	Registration & Welcome Address 9:00 - 9:30 (30min) Registration & Welcome Address All Organizers Session 1: Introduction - principles of Bayesian inference Modelling Bayesian inference by cortical circuits in the predictive coding framework Principles and psychophysics of Active Inference in anticipating a dynamic probabilistic bias 9:30 - 11:15 (1h45) Session 1: Introduction - principles of Bayesian inference Salle Henri Gastaut Nicole Malfait 9:30 - 10:30 (1h) Modelling Bayesian inference by cortical circuits in the predictive coding framework Rafal Bogacz (University of Oxford) 10:30 - 11:15 (45min) Principles and psychophysics of Active Inference in anticipating a dynamic probabilistic bias Laurent Perrinet (Institut de Neurosciences de la Timone) Pause café & Posters 11:15 - 11:30 (15min) Pause café & Posters The role of the Basal Ganglia and Superior Colliculus in Decision Making 11:45 - 12:30 (45min) The role of the Basal Ganglia and Superior Colliculus in Decision Making Michele Basso Déjeuner 12:30 - 14:00 (1h30) Déjeuner Session 2: Perception in the Face of Uncertainty Measuring the sensitivity of visual confidence Using Bayesian models to investigate attentional mechanisms in the human brain Pause café & Posters Optimizing scene decoding with "three-party" generative models Brain dynamics in a firefly catching task 14:00 - 17:15 (3h15) Session 2: Perception in the Face of Uncertainty Salle Henri Gastaut Anna Montagnini 14:00 - 14:45 (45min) Measuring the sensitivity of visual confidence Pascal Mamassian (ENS-Paris & CNRS) 14:45 - 15:30 (45min) Using Bayesian models to investigate attentional mechanisms in the human brain Simone Vossel (Forschungszentrum Jülich & University of Cologne) 15:30 - 16:00 (30min) Pause café & Posters 16:00 - 16:45 (45min) Optimizing scene decoding with "three-party" generative models Emmanuel Daucé (Institut de Neurosciences des Systèmes) 16:45 - 17:30 (45min) Brain dynamics in a firefly catching task Dora Angelaki (Baylor College of Medicine)	Session 3: Decision Making beyond Classical Reinforcement Learning Adaptive coding in the dopaminergic system in health and disease Learning the payoffs and costs of actions Brain circuits of urgent decisions for action 9:00 - 11:15 (2h15) Session 3: Decision Making beyond Classical Reinforcement Learning Salle Henri Gastaut Paul Apicella 9:00 - 9:45 (45min) Adaptive coding in the dopaminergic system in health and disease Kelly Diederen (King's College London) 9:45 - 10:30 (45min) Learning the payoffs and costs of actions Rafal Bogacz (University of Oxford) 10:30 - 11:15 (45min) Brain circuits of urgent decisions for action David Thura (University of Montreal) Pause café et Posters 11:15 - 11:45 (30min) Pause café et Posters Short presentations by young researchers Characterizing the inter-individual differences in children with cochlear implants: an evaluation of their predictive timing abilities What’s the hazard rate? Fractionating reaction times to probe the validity of the Drift Diffusion Model parameters 11:45 - 12:45 (1h) Short presentations by young researchers Salle Henri Gastaut 11:45 - 12:05 (20min) Characterizing the inter-individual differences in children with cochlear implants: an evaluation of their predictive timing abilities Jacques Pesnot (Aix-Marseille Université) 12:05 - 12:25 (20min) What’s the hazard rate? Adrian E. Radillo (University of Houston) 12:25 - 12:45 (20min) Fractionating reaction times to probe the validity of the Drift Diffusion Model parameters Gabriel Weindel (Aix-Marseille Université) Déjeuner & Posters Session 4: Context–Dependent Motor Behavior Pathology as maladaptive optimality: A computational dissection of decision and action in OCD and Parkinson’s disease Rapid delay compensation and state estimation following disturbances to the limb Decomposing the motor system 12:45 - 14:15 (1h30) Déjeuner & Posters 14:10 - 16:30 (2h20) Session 4: Context–Dependent Motor Behavior Salle Henri Gastaut Frederic Danion 14:15 - 15:00 (45min) Pathology as maladaptive optimality: A computational dissection of decision and action in OCD and Parkinson’s disease Lionel Rigoux (Max Planck Institute) 15:00 - 15:45 (45min) Rapid delay compensation and state estimation following disturbances to the limb Frédéric Crevecoeur (Université Catholique de Louvain) 15:45 - 16:30 (45min) Decomposing the motor system Opher Donchin (Ben-Gurion University of the Negev)