Bayesian-Modelling

Dynamical state spaces of cortical networks representing various horizontal connectivities

Nicole Voges, Laurent U Perrinet

Inferring monkey ocular following responses from V1 population dynamics using a probabilistic model of motion integration

Laurent U Perrinet, Alexandre Reynaud, Frédéric Chavane, Guillaume S Masson

Computational Neuroscience: From Representations to Behavior

Decoding the population dynamics underlying ocular following response using a probabilistic framework

From neural activity to behavior: computational neuroscience as a synthetic approach for understanding the neural code.

Dynamics of distributed 1D and 2D motion representations for short-latency ocular following

Frédéric v Barthélemy, Laurent U Perrinet, Eric Castet, Guillaume S Masson

Decoding the population dynamics underlying ocular following response using a probabilistic framework

Laurent U Perrinet, Guillaume S Masson

Modeling spatial integration in the ocular following response to center-surround stimulation using a probabilistic framework

Laurent U Perrinet, Guillaume S Masson

Neural Codes for Adaptive Sparse Representations of Natural Images

Dynamical Neural Networks: modeling low-level vision at short latencies

Laurent U Perrinet

Introduction to Topics in Dynamical Neural Networks: From Large Scale Neural Networks to Motor Control and Vision

Bruno Cessac, Emmanuel Daucé, Laurent U Perrinet, Manuel Samuelides

Topics in Dynamical Neural Networks: From Large Scale Neural Networks to Motor Control and Vision

Bruno Cessac, Emmanuel Daucé, Laurent U Perrinet, Manuel Samuelides

Dynamic inference for motion tracking

Anna Montagnini, Pascal Mamassian, Laurent U Perrinet, Eric Castet, Guillaume S Masson

Modeling spatial integration in the ocular following response using a probabilistic framework

Laurent U Perrinet, Guillaume S Masson

Neural Codes for Adaptive Sparse Representations of Natural Images

Laurent U Perrinet

Visual tracking of ambiguous moving objects: A recursive Bayesian model

Anna Montagnini, Pascal Mamassian, Laurent U Perrinet, Guillaume S Masson

Input-output transformation in the visuo-oculomotor loop: modeling the ocular following response to center-surround stimulation in a probabilistic framework

Laurent U Perrinet, Jens Kremkow, Frédéric v Barthélemy, Guillaume S Masson, Frédéric Chavane

Input-output transformation in the visuo-oculomotor loop: modeling the ocular following response to center-surround stimulation in a probabilistic framework

Laurent U Perrinet, Frédéric v Barthélemy, Guillaume S Masson

Input-output transformation in the visuo-oculomotor loop: modeling the ocular following response to center-surround stimulation in a probabilistic framework

Efficient representation of natural images using local cooperation

Sylvain Fischer, Rafael Redondo, Laurent U Perrinet, Gabriel Cristóbal

Feature detection using spikes : the greedy approach

Laurent U Perrinet