Laurent U. Perrinet

According to our database, Laurent U. Perrinet authored at least 48 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Kernel heterogeneity improves sparseness of natural images representations.

Hugo J. Ladret, Christian Casanova, Laurent Udo Perrinet

Neuromorph. Comput. Eng., 2024

Future-Guided Learning: A Predictive Approach To Enhance Time-Series Forecasting.

Skye Gunasekaran, Assel Kembay, Hugo J. Ladret, Rui-Jie Zhu, Laurent Perrinet, Omid Kavehei, Jason Eshraghian

CoRR, 2024

Retinotopic Mapping Enhances the Robustness of Convolutional Neural Networks.

Jean-Nicolas Jérémie, Emmanuel Daucé, Laurent U. Perrinet

CoRR, 2024

2023

Stakes of neuromorphic foveation: a promising future for embedded event cameras.

Amélie Gruel, Dalia Hareb, Antoine Grimaldi, Jean Martinet, Laurent Perrinet, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona

Biol. Cybern., October, 2023

Learning heterogeneous delays in a layer of spiking neurons for fast motion detection.

Antoine Grimaldi, Laurent U. Perrinet

Biol. Cybern., October, 2023

Beyond ℓ1 sparse coding in V1.

Ilias Rentzeperis, Luca Calatroni, Laurent U. Perrinet, Dario Prandi

PLoS Comput. Biol., 2023

Time-to-Contact Map by Joint Estimation of Up-to-Scale Inverse Depth and Global Motion using a Single Event Camera.

Urbano Miguel Nunes, Laurent Udo Perrinet, Sio-Hoi Ieng

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Accurate Detection of Spiking Motifs in Multi-unit Raster Plots.

Laurent U. Perrinet

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

Retinotopy Improves the Categorisation and Localisation of Visual Objects in CNNs.

Jean-Nicolas Jérémie, Emmanuel Daucé, Laurent U. Perrinet

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

2022

Pooling strategies in V1 can account for the functional and structural diversity across species.

Victor Boutin, Angelo Franciosini, Frédéric Chavane, Laurent U. Perrinet

PLoS Comput. Biol., 2022

Ultra-fast image categorization in vivo and in silico.

Jean-Nicolas Jérémie, Laurent U. Perrinet

CoRR, 2022

What You See Is What You Transform: Foveated Spatial Transformers as a bio-inspired attention mechanism.

Ghassan Dabane, Laurent U. Perrinet, Emmanuel Daucé

Proceedings of the International Joint Conference on Neural Networks, 2022

Learning hetero-synaptic delays for motion detection in a single layer of spiking neurons.

Antoine Grimaldi, Laurent U. Perrinet

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

Sparse deep predictive coding captures contour integration capabilities of the early visual system.

Victor Boutin, Angelo Franciosini, Frédéric Chavane, Franck Ruffier, Laurent Perrinet

PLoS Comput. Biol., 2021

A homeostatic gain control mechanism to improve event-driven object recognition.

Antoine Grimaldi, Victor Boutin, Laurent Perrinet, Sio-Hoi Ieng, Ryad Benosman

Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021

2020

Humans adapt their anticipatory eye movements to the volatility of visual motion properties.

Chloé Pasturel, Anna Montagnini, Laurent U. Perrinet

PLoS Comput. Biol., 2020

Effect of Top-Down Connections in Hierarchical Sparse Coding.

Victor Boutin, Angelo Franciosini, Franck Ruffier, Laurent Perrinet

Neural Comput., 2020

Visual Search as Active Inference.

Emmanuel Daucé, Laurent Perrinet

Proceedings of the Active Inference - First International Workshop, 2020

2019

Meaningful representations emerge from Sparse Deep Predictive Coding.

Victor Boutin, Angelo Franciosini, Franck Ruffier, Laurent Perrinet

CoRR, 2019

2018

Bayesian Modeling of Motion Perception Using Dynamical Stochastic Textures.

Jonathan Vacher, Andrew Isaac Meso, Laurent U. Perrinet, Gabriel Peyré

Neural Comput., 2018

From biological vision to unsupervised hierarchical sparse coding.

Victor Boutin, Angelo Franciosini, Franck Ruffier, Laurent U. Perrinet

CoRR, 2018

M²APix: A Bio-Inspired Auto-Adaptive Visual Sensor for Robust Ground Height Estimation.

Julien Dupeyroux, Victor Boutin, Julien R. Serres, Laurent U. Perrinet, Stéphane Viollet

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

2017

The Flash-Lag Effect as a Motion-Based Predictive Shift.

Mina A. Khoei, Guillaume S. Masson, Laurent U. Perrinet

PLoS Comput. Biol., 2017

Sparse models for Computer Vision.

Laurent Perrinet

CoRR, 2017

2016

Biologically-inspired characterization of sparseness in natural images.

Laurent U. Perrinet

Proceedings of the 6th European Workshop on Visual Information Processing, 2016

2015

Biologically Inspired Dynamic Textures for Probing Motion Perception.

Jonathan Vacher, Andrew Isaac Meso, Laurent U. Perrinet, Gabriel Peyré

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Sparse coding of natural images using a prior on edge co-occurences.

Laurent U. Perrinet, James A. Bednar

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Active inference, eye movements and oculomotor delays.

Laurent U. Perrinet, Rick A. Adams, Karl J. Friston

Biol. Cybern., 2014

Signature of an anticipatory response in area VI as modeled by a probabilistic model and a spiking neural network.

Bernhard A. Kaplan, Mina A. Khoei, Anders Lansner, Laurent U. Perrinet

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

Anisotropic connectivity implements motion-based prediction in a spiking neural network.

Bernhard A. Kaplan, Anders Lansner, Guillaume S. Masson, Laurent U. Perrinet

Frontiers Comput. Neurosci., 2013

Advances in Texture Analysis for Emphysema Classification.

Rodrigo Nava, J. Víctor Marcos, Boris Escalante-Ramírez, Gabriel Cristóbal, Laurent U. Perrinet, Raúl San José Estépar

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

2012

Motion-Based Prediction Is Sufficient to Solve the Aperture Problem.

Laurent U. Perrinet, Guillaume S. Masson

Neural Comput., 2012

Complex dynamics in recurrent cortical networks based on spatially realistic connectivities.

Nicole Voges, Laurent U. Perrinet

Frontiers Comput. Neurosci., 2012

2010

Role of Homeostasis in Learning Sparse Representations.

Laurent U. Perrinet

Neural Comput., 2010

Functional consequences of correlated excitatory and inhibitory conductances in cortical networks.

Jens Kremkow, Laurent U. Perrinet, Guillaume S. Masson, Ad Aertsen

J. Comput. Neurosci., 2010

A novel bio-inspired static image compression scheme for noisy data transmission over low-bandwidth channels.

Khaled Masmoudi, Marc Antonini, Pierre Kornprobst, Laurent Perrinet

Proceedings of the IEEE International Conference on Acoustics, 2010

2008

PyNN: a common interface for neuronal network simulators.

Andrew P. Davison, Daniel Brüderle, Jochen M. Eppler, Jens Kremkow, Eilif B. Müller, Dejan Pecevski, Laurent U. Perrinet, Pierre Yger

Frontiers Neuroinformatics, 2008

2007

Self-Invertible 2D Log-Gabor Wavelets.

Sylvain Fischer, Filip Sroubek, Laurent U. Perrinet, Rafael Redondo, Gabriel Cristóbal

Int. J. Comput. Vis., 2007

Sparse Approximation of Images Inspired from the Functional Architecture of the Primary Visual Areas.

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

EURASIP J. Adv. Signal Process., 2007

2005

Efficient Source Detection Using Integrate-and-Fire Neurons.

Laurent Perrinet

Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

2004

Coding static natural images using spiking event times: do neurons Cooperate?

Laurent Perrinet, Manuel Samuelides, Simon J. Thorpe

IEEE Trans. Neural Networks, 2004

Finding independent components using spikes: A natural result of hebbian learning in a sparse spike coding scheme.

Laurent Perrinet

Nat. Comput., 2004

Sparse spike coding in an asynchronous feed-forward multi-layer neural network using matching pursuit.

Laurent Perrinet, Manuel Samuelides, Simon J. Thorpe

Neurocomputing, 2004

Emergence of filters from natural scenes in a sparse spike coding scheme.

Laurent Perrinet

Neurocomputing, 2004

2002

Coherence detection in a spiking neuron via Hebbian learning.

Laurent Perrinet, Manuel Samuelides

Neurocomputing, 2002

Sparse image coding using an asynchronous spiking neural network.

Laurent Perrinet, Manuel Samuelides

Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002

2001

Networks of integrate-and-fire neuron using rank order coding A: How to implement spike time dependent Hebbian plasticity.

Laurent Perrinet, Arnaud Delorme, Manuel Samuelides, Simon J. Thorpe

Neurocomputing, 2001

Networks of integrate-and-fire neurons using Rank Order Coding B: Spike timing dependent plasticity and emergence of orientation selectivity.

Arnaud Delorme, Laurent Perrinet, Simon J. Thorpe

Neurocomputing, 2001