Laurent U. Perrinet

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 14

Top Topics

Spiking Neurons

Spatio Temporally

Top Venues

PLoS Comput. Biol.

Publications

Jean-Nicolas Jérémie, Emmanuel Daucé, Laurent U. Perrinet
Retinotopic Mapping Enhances the Robustness of Convolutional Neural Networks. CoRR (2024)
Antoine Grimaldi, Laurent U. Perrinet
Learning heterogeneous delays in a layer of spiking neurons for fast motion detection. Biol. Cybern. 117 (4) (2023)
Ilias Rentzeperis, Luca Calatroni, Laurent U. Perrinet, Dario Prandi
Beyond ℓ1 sparse coding in V1. PLoS Comput. Biol. 19 (9) (2023)
Victor Boutin, Angelo Franciosini, Frédéric Chavane, Laurent U. Perrinet
Pooling strategies in V1 can account for the functional and structural diversity across species. PLoS Comput. Biol. 18 (7) (2022)
Jean-Nicolas Jérémie, Laurent U. Perrinet
Ultra-fast image categorization in vivo and in silico. CoRR (2022)
Antoine Grimaldi, Laurent U. Perrinet
Learning hetero-synaptic delays for motion detection in a single layer of spiking neurons. ICIP (2022)
Ghassan Dabane, Laurent U. Perrinet, Emmanuel Daucé
What You See Is What You Transform: Foveated Spatial Transformers as a bio-inspired attention mechanism. IJCNN (2022)
Chloé Pasturel, Anna Montagnini, Laurent U. Perrinet
Humans adapt their anticipatory eye movements to the volatility of visual motion properties. PLoS Comput. Biol. 16 (4) (2020)
Victor Boutin, Angelo Franciosini, Franck Ruffier, Laurent U. Perrinet
From biological vision to unsupervised hierarchical sparse coding. CoRR (2018)
Julien Dupeyroux, Victor Boutin, Julien R. Serres, Laurent U. Perrinet, Stéphane Viollet
APix: A Bio-Inspired Auto-Adaptive Visual Sensor for Robust Ground Height Estimation. ISCAS (2018)
Jonathan Vacher, Andrew Isaac Meso, Laurent U. Perrinet, Gabriel Peyré
Bayesian Modeling of Motion Perception Using Dynamical Stochastic Textures. Neural Comput. 30 (12) (2018)
Mina A. Khoei, Guillaume S. Masson, Laurent U. Perrinet
The Flash-Lag Effect as a Motion-Based Predictive Shift. PLoS Comput. Biol. 13 (1) (2017)
Laurent U. Perrinet
Biologically-inspired characterization of sparseness in natural images. EUVIP (2016)
Jonathan Vacher, Andrew Isaac Meso, Laurent U. Perrinet, Gabriel Peyré
Bayesian Modeling of Motion Perception using Dynamical Stochastic Textures. CoRR (2016)
Laurent U. Perrinet, James A. Bednar
Sparse coding of natural images using a prior on edge co-occurences. EUSIPCO (2015)
Jonathan Vacher, Andrew Isaac Meso, Laurent U. Perrinet, Gabriel Peyré
Biologically Inspired Dynamic Textures for Probing Motion Perception. CoRR (2015)
Jonathan Vacher, Andrew Isaac Meso, Laurent U. Perrinet, Gabriel Peyré
Biologically Inspired Dynamic Textures for Probing Motion Perception. NIPS (2015)
Bernhard A. Kaplan, Mina A. Khoei, Anders Lansner, Laurent U. Perrinet
Signature of an anticipatory response in area VI as modeled by a probabilistic model and a spiking neural network. IJCNN (2014)
Laurent U. Perrinet, Rick A. Adams, Karl J. Friston
Active inference, eye movements and oculomotor delays. Biol. Cybern. 108 (6) (2014)
Bernhard A. Kaplan, Anders Lansner, Guillaume S. Masson, Laurent U. Perrinet
Anisotropic connectivity implements motion-based prediction in a spiking neural network. Frontiers Comput. Neurosci. 7 (2013)
Rodrigo Nava, J. Víctor Marcos, Boris Escalante-Ramírez, Gabriel Cristóbal, Laurent U. Perrinet, Raúl San José Estépar
Advances in Texture Analysis for Emphysema Classification. CIARP (2) (2013)
Laurent U. Perrinet, Guillaume S. Masson
Motion-Based Prediction Is Sufficient to Solve the Aperture Problem. Neural Comput. 24 (10) (2012)
Nicole Voges, Laurent U. Perrinet
Complex dynamics in recurrent cortical networks based on spatially realistic connectivities. Frontiers Comput. Neurosci. 6 (2012)
Laurent U. Perrinet
Role of Homeostasis in Learning Sparse Representations. Neural Comput. 22 (7) (2010)
Jens Kremkow, Laurent U. Perrinet, Guillaume S. Masson, Ad Aertsen
Functional consequences of correlated excitatory and inhibitory conductances in cortical networks. J. Comput. Neurosci. 28 (3) (2010)
Andrew P. Davison, Daniel Brüderle, Jochen M. Eppler, Jens Kremkow, Eilif B. Müller, Dejan Pecevski, Laurent U. Perrinet, Pierre Yger
PyNN: a common interface for neuronal network simulators. Frontiers Neuroinformatics 2 (2008)
Sylvain Fischer, Filip Sroubek, Laurent U. Perrinet, Rafael Redondo, Gabriel Cristóbal
Self-Invertible 2D Log-Gabor Wavelets. Int. J. Comput. Vis. 75 (2) (2007)
Sylvain Fischer, Rafael Redondo, Laurent U. Perrinet, Gabriel Cristóbal
Sparse Approximation of Images Inspired from the Functional Architecture of the Primary Visual Areas. EURASIP J. Adv. Signal Process. 2007 (2007)